D- (50 pts) Consider the following sample. Volumes 1660 1820 1590 1440 1730 1680 1750 1720 1900 1570 1700 1900 1800 1770 2010 1580 1620 1690 Assuming the population (sigma) is known: Run the descripti

Answers

Answer 1

Here is what the output looks like:Mean: 1702.5,Standard Deviation: 173.321Standard Error: 41.172Confidence Interval: +/- 77.842

In order to run the descriptive statistics on the given sample, we will use Microsoft Excel. Here are the steps:

Step 1: Open a new Excel spreadsheet and enter the given sample in one column.

Step 2: In a blank cell, enter the following formula: =AVERAGE(A1:A18)This will give the mean of the sample.

Step 3: In another blank cell, enter the following formula: =STDEV(A1:A18)This will give the standard deviation of the sample.

Step 4: In yet another blank cell, enter the following formula: =STERR(A1:A18)This will give the standard error of the sample.

Step 5: In the final blank cell, enter the following formula: =CONFIDENCE.T(0.05,17,STDEV(A1:A18))This will give the 95% confidence interval for the mean of the population given that the population standard deviation is known.

To know more about sample:

https://brainly.com/question/27860316

#SPJ11


Related Questions

determine whether the sequence converges or diverges. if it converges, find the limit. (if the sequence diverges, enter diverges.) an = 7n 1 9n

Answers

To determine whether the sequence converges or diverges, let's analyze its behavior as n approaches infinity.

The given sequence is defined as an = (7n)/(9n + 1).

To find the limit of the sequence, we can examine the highest power of n in both the numerator and denominator. In this case, the highest power of n is n in both the numerator and denominator.

By dividing both the numerator and denominator by n, we can simplify the sequence:

an = (7n)/(9n + 1) = (7/9) * (n/n) / (1/n + 1/(9n)) = (7/9) / (1/n + 1/(9n)).

As n approaches infinity, both 1/n and 1/(9n) tend to zero. Therefore, the term (1/n + 1/(9n)) approaches zero.

The simplified sequence becomes:

an = (7/9) / (1/n + 1/(9n)) = (7/9) / 0.

Since the denominator approaches zero, the sequence tends to infinity.

Therefore, the given sequence diverges.

To know more about sequence  visit-

brainly.com/question/31489380

#SPJ11

Suppose cost- A. Assuming the terminal point of t is in quadrant III, determine csct in terms of A (A) 1-A 1- A2 (B)-2 (c -4 1- A2 (E) 1-A2

Answers

Here's the LaTeX representation of the explanation:

The correct option is (E) [tex]$1 - A^2$.[/tex] Based on the given information, we know that the terminal point of [tex]$t$[/tex] is in quadrant III. In quadrant III, both the [tex]$x$[/tex]-coordinate and [tex]$y$[/tex]-coordinate are negative.

The cosecant function [tex]($\csc(t)$)[/tex] is defined as the reciprocal of the sine function. In quadrant III, the sine function is negative, so we can express [tex]$\csc(t)$[/tex] in terms of [tex]$A$[/tex] as follows:

[tex]\[\csc(t) = \frac{1}{\sin(t)} = \frac{1}{-\sqrt{1 - \cos^2(t)}} = \frac{1}{-\sqrt{1 - A^2}}.\][/tex]

Therefore, the correct option is (E) [tex]$1 - A^2$.[/tex]

To know more about function visit-

brainly.com/question/13971712

#SPJ11

3) Students in an archaeology class kept a record of the length (in inches) of excavated bones for a class experiment. Their findings are given in the stem-and-leaf display below. (4 13 means 43 inche

Answers

The stem-and-leaf display shows the lengths (in inches) of bones excavated by students in an archaeology class.

The stem-and-leaf display is a visual representation of a set of data that shows how often each value occurs. In this case, the "stem" consists of the tens place of each value, and the "leaves" consist of the ones place. For example, the value 43 would be represented as 4|3 in the display. The display shows that there are two values in the 40s (43 and 45), six values in the 50s, and so on.

This type of display is useful for quickly seeing the distribution of a set of data, especially when dealing with large sets. It allows one to see which values occur most frequently, which can be helpful for identifying patterns or outliers. Additionally, it's easy to create and understand, making it a popular choice for presenting data in various fields.

Learn more about archaeology here

https://brainly.com/question/594069

#SPJ11

Students in an archaeology class kept a record of the length (in inches) of excavated bones for a class experiment Their findings are given in the stem-and-leaf display below: (4 [3 means 43 inches) 2 3 3 8 3 8 5 4 6 6 6 0 2 7 6 a) Show me the data and calculator functions you used to store and generate the answers to part b below (1 point)_ b) Find the mean, median; IQR,and standard deviation. (4 points) c) Describe the distribution using correct vocabulary and include the shape, center and spread (4 points) d) Suppose the first data value was 9 inches instead of 29.For each statistic below indicate if it would increase, decrease, or stay about the same: (4 points) Median Mean IQR.

In a given hypothesis test, the null hypothesis can be rejected at the 0.10 and the 0.05 level of significance, but cannot be rejected at the 0.01 level. The most accurate statement about the p- value for this test is: A. p-value = 0.01 B. 0.01 < p-value < 0.05 C. 0.05 value < 0.10 D. p-value = 0.10 If we do not reject the null hypothesis, we conclude that: A. there is enough statistical evidence to infer that the alternative hypothesis is true B. there is not enough statistical evidence to infer that the alternative hypothesis is true C. there is enough statistical evidence to infer that the null hypothesis is true D. the test is statistically insignificant at whatever level of significance the tested

Answers

Option B is the correct answer: "There is not enough statistical evidence to infer that the alternative hypothesis is true.".

What is a p-value?

The p-value is the probability that the difference between the observed test statistics and the null distribution is due to chance. If the p-value is less than or equal to the significance level, the null hypothesis is rejected. The following are the correct statements regarding the p-value for this test:

The p-value is greater than or equal to 0.10The most accurate statement is that the p-value is 0.10.

The null hypothesis is rejected at the 0.10 and 0.05 significance levels but cannot be rejected at the 0.01 level.

As a result, the p-value must be greater than 0.01. Therefore, option D is correct.

If we do not reject the null hypothesis, what do we conclude? If we do not reject the null hypothesis, it means that there isn't enough statistical evidence to infer that the alternative hypothesis is true.

To Know more about probability visit:

https://brainly.com/question/31828911

#SPJ11

If we reject the null hypothesis for an ANOVA, the next step is: Stop, you're done. There are no significant differences between the group means Order the groups from the smallest mean to the largest. Run a post hoc test to rank the differences. O Stop, you're done. There are significant differences between the means. Previous 4 2 points If we reject the null hypothesis for an ANOVA, the next step is: Stop, you're done. There are no significant differences between the group means Order the groups from the smallest mean to the largest. Run a post hoc test to rank the differences. O Stop, you're done. There are significant differences between the means.

Answers

The post hoc test calculates the likelihood of an error rate in multiple comparisons and adjusts the alpha level accordingly. Hence, the answer is to run a post hoc test to rank the differences.

We reject the null hypothesis for an ANOVA, the next step is to run a post hoc test to rank the differences.Analysis of Variance (ANOVA) is a technique that is used to check whether there is a significant difference between the means of more than two groups. We perform ANOVA tests to determine the likelihood that at least one mean varies between groups when there are multiple groups. ANOVA is done when comparing the means of more than two groups to determine if at least one mean is different from the others. So, if we reject the null hypothesis for an ANOVA, the next step is to run a post hoc test to rank the differences.What is a post hoc test?When the null hypothesis is rejected, we must determine which group or groups are significantly different from the others. Post hoc tests are used to detect these discrepancies between two groups. When the ANOVA F-value is statistically significant, a post hoc test is required to determine which groups are different from one another. The post hoc test calculates the likelihood of an error rate in multiple comparisons and adjusts the alpha level accordingly. Hence, the answer is to run a post hoc test to rank the differences.

Learn more about  post hoc test here:

https://brainly.com/question/32683356

#SPJ11

A chinook wind can be catastrophic for a snow cover. Assume that the ground is covered by a 50-cm depth of snow at a uniform temperature of 0 °C. How much heat energy in calories per square cm is required to melt all the snow? (Consider the column volume as 1 sq. cm by 50 cm depth. The latent heat of melting is 80 calories per gram.) Assume that the snow has a density of 0.1 gram per cubic cm. Answer: __________ calories per square cm.

Answers

The amount of heat energy required to melt all the snow is 400 calories per square cm.

For the heat energy required to melt all the snow, we need to find the total amount of ice that needs to be melted and then multiply it by the latent heat of melting.

The volume of snow per square cm is:

V = 1 cm x 1 cm x 50 cm

V = 50 cubic cm

The mass of snow per square cm is:

m = density x volume

m = 0.1 g/cm³ x 50 cm³

m = 5 g

The heat energy required to melt all the snow is:

Q = m x L

where L is the latent heat of melting, which is given as 80 calories per gram.

Substituting the values:

Q = 5 g x 80 cal/g

Q = 400 calories per square cm

Therefore, the amount of heat energy required to melt all the snow is 400 calories per square cm.

Learn more about the multiplication visit:

https://brainly.com/question/10873737

#SPJ4

find the particular solution that satisfies the differential equation and the initial condition. f ''(x) = ex, f '(0) = 4, f(0) = 7

Answers

The particular solution that satisfies the given differential equation and initial conditions is f(x) = ex + 3x + 6.

To find the particular solution that satisfies the differential equation f''(x) = ex, with the initial conditions f'(0) = 4 and f(0) = 7, we can integrate the equation twice.

First, integrating ex with respect to x gives us ex + C₁, where C₁ is the constant of integration.

Next, we integrate ex + C₁ again to obtain the general solution f(x) = ex + C₁x + C₂, where C₂ is another constant of integration.

To find the particular solution, we substitute the initial conditions into the general solution.

Given f'(0) = 4, we differentiate the general solution to get f'(x) = ex + C₁.

Plugging in x = 0, we have f'(0) = e0 + C₁ = 1 + C₁ = 4. Solving for C₁, we find C₁ = 3.

Next, given f(0) = 7, we substitute x = 0 into the general solution:

f(0) = e0 + C₁(0) + C₂ = 1 + 0 + C₂ = 7. Solving for C₂, we find C₂ = 6.

For more such questions on Particular solution:

https://brainly.com/question/30466117

#SPJ8

i need help. what is the answer?

Answers

Answer:

Hi

Please mark brainliest

A government agency is putting a large project out for low bid. Bids are expected from ten contractors and will have a normal distribution with a mean of $3.3 million and a standard deviation of $0.27 million. Devise and implement a sampling experiment for estimating the distribution of the minimum bid and the expected value of the minimum bid. C Place "Mean" and "Std Dev" in column A in rows 1 and 2, respectively, and place their corresponding values in column B. Place the column headers "Bid 1", "Bid 2", and so on out to "Bid 10" in cells C1, D1, and so on out to L1, respectively. To generate random numbers for the first bid, in the cells in the "Bid 1" column, enter the formula =NORM.INV( $$$$) in the cells in column C below C1. To generate random numbers for the remaining bids, enter in the cells in columns D through L below row 1. To determine the winning bid for the bids in row 2, enter the column header "Winner" in cell M1, and enter the formula =MIN() in cell M2. Winners for other rows can be calculated using

Answers

The minimum bid is the lowest value from a group of values. To estimate the minimum bid's distribution and expected value, the following steps should be followed:

Step 1: Place "Mean" and "Std Dev" in column A in rows 1 and 2, respectively, and their corresponding values in column B. Place the column headers "Bid 1", "Bid 2", and so on out to "Bid 10" in cells C1, D1, and so on out to L1, respectively.

Step 2: To generate random numbers for the first bid, in the cells in the "Bid 1" column, enter the formula =NORM.INV( $$$$) in the cells in column C below C1. This formula specifies that the random values should be picked from a normal distribution with a mean of 3.3 million and a standard deviation of 0.27 million. To calculate random values for other bids, enter the same formula in the cells of columns D through L.

Step 3: Determine the winner bid by entering the column header "Winner" in cell M1, and entering the formula =MIN() in cell M2. This formula specifies that the minimum value among the bids in the first row should be calculated. To calculate the winning bid for the other rows, the same formula should be entered in cells M3 through M100.

To know more about Normal distribution:

https://brainly.com/question/15103234

#SPJ11

A sample of college students was asked how much they spent monthly on pizza. Approximate the mean for the cost Monthly pizza cost (5) 10.00-19.99 20.00-20.00 30.00-30.09 40.00-49.99 50.00 50.00 CD The mean for the cost is $ (Round to the nearest cent as needed.) Help me solve this View an example Get more help. Number of students 5 17 23 13 10 Clear all Check answer

Answers

The approximate mean monthly pizza cost for the sample of college students is $28.87.

To approximate the mean monthly pizza cost, we need to calculate the weighted average of the cost range midpoints, where each midpoint is weighted by the number of students in that range. The calculation can be performed as follows:

Mean = [(Number of students in the first range * Midpoint of the first range) + (Number of students in the second range * Midpoint of the second range) + ...] / Total number of students

Mean = [(5 * 15) + (17 * 25) + (23 * 30.05) + (13 * 45) + (10 * 50)] / (5 + 17 + 23 + 13 + 10)

Mean = (75 + 425 + 691.15 + 585 + 500) / 68

Mean ≈ $28.87 (rounded to the nearest cent).

To learn more about mean visit : https://brainly.com/question/1136789

#SPJ11

On a standardized spatial skills task, it is known that normal people typically score 14. An experimental psychologist developed a muscle memory exercise that was administered for five weeks to participants. The participants were then given the spatial skills task. The psychologist believes that the muscle memory exercise will reduce performance. What can be concluded with an of 0.10? The performance data are below.
id task
12
2
3
15
7
6
1
5 12.3
16.2
11.5
10.7
10.3
15.6
10.3
11.9


a) What is the appropriate test statistic?


b)
Population:

Sample:


c) Input the appropriate value(s) to make a decision about H0.
p-value = ; Decision:

d) Using the SPSS results, compute the corresponding effect size(s) and indicate magnitude(s).
If not appropriate, input and/or select "na" below.
d = ; Magnitude:
r2 = ; Magnitude:

e) Make an interpretation based on the results.

Those that underwent the muscle memory exercise had significantly better spatial skills than normal people. Those that underwent the muscle memory exercise had significantly worse spatial skills than normal people. There is no significant performance difference for the muscle memory exercise.

Answers

a) one sample test statistics is the appropriate test statistic.

b)

1, Population is normal people doing that task.

2. Sample is participants who are assigned that task.

c) Input the appropriate value(s) to make a decision about H0.

p-value =.041688. ;

Decision: Reject H0

d)  d = -0.7135 ( large) ; Magnitude:

r² = 0.3678 (small) ; Magnitude:

e) Those that under went the muscle memory exercise had significantly worse spatial skills than normal people.

Here, we have,

(a)

one sample test statistics

(b)

1, Population is normal people doing that task.

2. Sample is participants who are assigned that task.

(c) as psychologist believes that the muscle memory exercise will reduce performance. It is left tail .

H0 : µ = 14

H1 : µ < 14

Mean, x : 12.35

Standard deviation, s : 2.3127

Test statistics = x-μ S

Test statistics = 12.35 - 14 /2.3127 /8

Test statistics = -2.0179

The p-value is .041688.

The result is significant at p < .10

Decision : Reject H0

(d)

d = x-μ /s

d = 12.35 -14 /2.3127

d = -0.7135 ( large)

r²=t²/ t² + df

r² = 0.3678 (small)

(e)

Those that under went the muscle memory exercise had significantly worse spatial skills than normal people.

learn more on test statistics :

https://brainly.com/question/32309771

#SPJ4

After 1 year, 90% of the initial amount of a radioactive substance remains. What is the half-life of the substance?

Answers

The half-life of a radioactive substance can be determined when 50% of the initial amount remains. In this case, after 1 year, 90% of the substance remains. To find the half-life, we need to determine the time it takes for the substance to decay to 50% of the initial amount.

Since after 1 year, 90% of the substance remains, it means that 10% of the substance has decayed. We can set up the equation: 0.10 = 0.50^(t/h), where t represents the time elapsed and h represents the half-life.
Taking the logarithm of both sides, we get: log(0.10) = (t/h) * log(0.50). Solving for (t/h), we have: (t/h) = log(0.10) / log(0.50).
Now, we can substitute the values and calculate the (t/h) ratio. Taking the inverse of this ratio will give us the half-life, h, in the desired time unit (e.g., years, days, hours).
It's important to note that the half-life represents the time it takes for the substance to decay to half of its initial amount. In this case, since 90% remains after 1 year, the half-life will be longer than 1 year.

Learn more initial amount here
https://brainly.com/question/32209767



#SPJ11

You are testing the null hypothesis that there is no linear
relationship between two variables, X and Y. From your sample of
n=18, you determine that b1=3.6 and Sb1=1.7. Construct a 95%
confidence int

Answers

The 95% confidence interval for the slope coefficient (b1) is approximately (-0.692, 7.892). This means that we can be 95% confident that the true value of the slope coefficient falls within this interval.

To construct a 95% confidence interval for the slope coefficient (b1), we can use the t-distribution and the standard error of the slope (Sb1). The formula for the confidence interval is:

b1 ± t_critical * Sb1

Given that b1 = 3.6 and Sb1 = 1.7, we need to determine the t_critical value. Since the sample size is n = 18, the degrees of freedom (df) for the t-distribution is n - 2 = 18 - 2 = 16.

Using a significance level of α = 0.05 for a two-tailed test, the t_critical value can be obtained from a t-table or statistical software. For a 95% confidence level with 16 degrees of freedom, the t_critical value is approximately 2.120.

Now we can calculate the confidence interval:

b1 ± t_critical * Sb1

3.6 ± 2.120 * 1.7

Calculating the upper and lower bounds of the confidence interval:

Upper bound: 3.6 + 2.120 * 1.7 = 7.892

Lower bound: 3.6 - 2.120 * 1.7 = -0.692

Therefore, the 95% confidence interval for the slope coefficient (b1) is approximately (-0.692, 7.892). This means that we can be 95% confident that the true value of the slope coefficient falls within this interval.

To know more about hypothesis, visit:

https://brainly.com/question/32754958
#SPJ11

If the joint probability density of X and Y is given by Find a) Marginal density of X b) Conditional density of Y given that X-1/4 c) P(Y < 1/X = ¹) d) E (YX =) and Var(Y)X = ¹) e) P(Y < 1|X<=) f) Let X and Y have a bivariate Normal distribution with X-N(70,100) respectively, and p = 5/13. Evaluate P(Y S841X= 72). [ 14 marks] (2x+y) for 0

Answers

Answer : a. The marginal density of X is f(x) = 2x + 1/2b)

               b.conditional density of Y given that X = 1/4 = 1/2+y for 0

Explanation :

Given, the joint probability density of X and Y is: f(x,y) = (2x+y) for 0 < x < 1, 0 < y < 1a)

Marginal density of X:

We can find the marginal probability density function of X by integrating the joint probability density function f(x,y) over all possible values of Y.f(x) = ∫f(x,y)dy

Here,f(x) = ∫0 to 1 (2x+y) dy = 2x + 1/2

Therefore, the marginal density of X is f(x) = 2x + 1/2b)

a) Marginal density of X : The marginal density of X is given by integrating the joint density function of X and Y with respect to Y over the whole range of Y.

Thus,marginal density of X = ∫f(x,y)dy from -∞ to +∞marginal density of X = ∫[2x+y] dy from -∞ to +∞

Here, the limits of integration for Y are -∞ and +∞. Integrating with respect to Y gives us,marginal density of X = [2x(y)] evaluated from -∞ to +∞marginal density of X = [2x(+∞) - 2x(-∞)]

marginal density of X = ∞ for all values of x

b) Conditional density of Y given that X-1/4

The conditional density of Y given that X = x is given by dividing the joint density function by the marginal density of X and then setting X = x. Thus,conditional density of Y given that X = x = f(x,y)/fX(x)

conditional density of Y given that X = 1/4 = f(1/4,y)/fX(1/4)

Substituting the given values in the above equation, we get,conditional density of Y given that X = 1/4 = [2(1/4)+y]/∞
conditional density of Y given that X = 1/4 = 1/2+y for 0

Learn more about joint probability here https://brainly.com/question/32099581

#SPJ11

the english alphabet contains 21 consonants and five vowels. how many strings of six lowercase letters of the english alphabet contain at least one vowel?

Answers

The English alphabet contains 21 consonants and 5 vowels. We are to find how many strings of 6 lowercase letters of the English alphabet contain at least one vowel.We will find the number of strings of 6 lowercase letters that contain no vowel and subtract it from the total number of strings of 6 lowercase letters. We can also use complementary counting to solve this problem.The total number of strings of 6 lowercase letters of the English alphabet is 26^6 since there are 26 letters in the English alphabet.We find the number of strings of 6 lowercase letters of the English alphabet that contain no vowel by finding the number of 6-letter strings using only consonants. Since there are 21 consonants in the English alphabet, there are 21 choices for the first letter, 21 choices for the second letter, and so on. Thus, there are 21^6 strings of 6 lowercase letters of the English alphabet that contain no vowel.Therefore, the number of strings of 6 lowercase letters of the English alphabet that contain at least one vowel is equal to:26^6 - 21^6= 308,915,776 strings.

As per the given combination, the number of strings of six lowercase letters of the English alphabet containing at least one vowel is the calculated value is 223149655.

Since we are considering only lowercase letters, there are 26 options for each position in the string (a to z). Since we need to form a string of six letters, the total number of possible strings is given by 26⁶ (26 raised to the power of 6), as each position has 26 choices.

Number of strings with no vowels:

Since there are five vowels in the English alphabet, there are 26 - 5 = 21 consonants. In a string of six letters, we have 21 options for each position to choose a consonant. Therefore, the number of strings with no vowels is 21⁶.

Number of strings with at least one vowel:

To find the number of strings with at least one vowel, we subtract the number of strings with no vowels from the total number of possible strings:

Number of strings with at least one vowel = Total number of possible strings - Number of strings with no vowels

= 26⁶ - 21⁶ = 223149655

To know more about combination method here

https://brainly.com/question/28998705

#SPJ4

pls
help and thank you in advance
Let X₁, X2,..., Xn be a random sample (iid) from a Uniform(0,0) distribution defined as (1/0, 0≤x≤0 fx(x) = 0, otherwise where > 0. What is the maximum likelihood estimator of 0?

Answers

The maximum likelihood estimator of 0 in the Uniform(0,0) distribution is 0.

The maximum likelihood estimator (MLE) is a method used to estimate the parameter(s) of a statistical distribution based on the observed data. In this case, we are looking for the MLE of the parameter 0 in a Uniform(0,0) distribution.

Since the probability density function (PDF) of the Uniform(0,0) distribution is defined as 1/0 for 0 ≤ x ≤ 0 and 0 otherwise, the likelihood function for the sample X₁, X₂, ..., Xₙ can be written as:

L(0) = (1/0)ᵏ [tex]\times[/tex] 0ᵐ [tex]\times[/tex] (1/0)ⁿ₋ᵏ₋ₘ

where k is the number of observations falling in the interval (0, 0), m is the number of observations falling outside the interval (0, 0), and n is the total number of observations.

To maximize the likelihood function, we need to maximize (1/0)ᵏ * 0ᵐ, which is only possible if k = n (all observations fall in the interval (0, 0)) and m = 0 (no observations fall outside the interval).

Therefore, the maximum likelihood estimator of 0 in the Uniform(0,0) distribution is 0.

In summary, the MLE of 0 is 0, as all the observations are within the interval (0, 0) according to the given distribution.

For similar question on statistical distribution.

https://brainly.com/question/30390163  

#SPJ8

pls
help with answering this question!
The number of chocolate chips in an 18-ounce bag of chocolate chip cookies is approximately normally distributed with mean 1252 and standard deviation 129 chips. (a) What is the probability that a ran

Answers

The probability of getting an exact number of chips in a randomly selected 18-ounce bag of chocolate chip cookies is zero.

Given: the number of chocolate chips in an 18-ounce bag of chocolate chip cookies is approximately normally distributed with mean μ = 1252 and standard deviation σ = 129 chips

We are asked to find the probability that a randomly selected 18-ounce bag of cookies has the following number of chocolate chips:

P( X = x ) where X is the random variable representing the number of chocolate chips in the bag

We can use the normal distribution formula as follows:

X ~ N( μ = 1252, σ = 129 )

P( X = x ) = 0 ( Since the probability of getting any exact value of X is zero due to the continuous nature of the distribution)

Therefore, the probability of getting an exact number of chips in a randomly selected 18-ounce bag of chocolate chip cookies is zero.

Know more about probability here:

https://brainly.com/question/251701

#SPJ11

Stop Score: 0/12
Which inequality is represented on the line?
help pls

Answers

The inequality represented on the line is given as follows:

x ≥ -5.

What are the inequality symbols?

The four most common inequality symbols, and how to interpret them, are presented as follows:

> x: the amount is greater than x -> the number is to the right of x with an open dot at the number line. On the coordinate plane, these are the points above the dashed line y = x.< x: the amount is less than x. -> the number is to the left of x with an open dot at the number line. On the coordinate plane, these are the points below the dashed line y = x.≥ x: the amount is at least x. -> the number is to the right of x with a closed dot at the number line. On the coordinate plane, these are the points above the continuous line y = x.≤ the amount is at most x. -> the number is to the left of x with a closed dot at the number line. On the coordinate plane, these are the points below the continuous line y = x.

In this problem, we have a closed circle at x = -5, plus the numbers to the right are shaded, hence the inequality is given as follows:

x ≥ -5.

More can be learned about inequalities at brainly.com/question/25275758

#SPJ1

Find f.

f '(t) = 8 cos(t) + sec2(t), −/2 < t < /2, f(/3) = 4

f(t) =

Answers

Given f '(t) = 8 cos(t) + sec²(t), −π/2 < t < π/2, f(π/3) = 4.To find f, we need to integrate the given function f'(t) = 8cos(t) + sec²(t) with respect to t. Integrate 8 cos(t) with respect to t to get 8 sin(t).Integrate sec²(t) with respect to t to get tan(t).

Therefore, f(t) = 8 sin(t) + tan(t) + Cwhere C is an arbitrary constant of integration. We need to find C using the given initial condition f(π/3) = 4.Substitute t = π/3 and f(π/3) = 4 into the above equation to get,4 = 8 sin(π/3) + tan(π/3) + C,4 = 8 (√3/2) + (√3/3) + C,4 = 5.31 + C,C = 4 - 5.31,C = -1.31Substitute C = -1.31 into the above equation to get the final solution ,f(t) = 8 sin(t) + tan(t) - 1.31.

To know more about integrate visit :-

https://brainly.com/question/31744185

#SPJ11

What would be the correlation between the ages of husbands and wives if men always married woman who were
a) 3 years younger than themselves?
b) 2 years older than themselves?
c) 1.1 times as old as themselves?

Answers

a) The correlation between the ages of husbands and wives would be negative if men always marry women who are 3 years younger than themselves. b) The correlation between the ages of husbands and wives would be positive if men always marry women who are 2 years older than themselves. c) The correlation between the ages of husbands and wives would depend on the distribution of ages in the population.

a) If men always marry women who are 3 years younger than themselves, there would be a negative correlation between the ages of husbands and wives. The correlation coefficient would be negative, indicating an inverse relationship.

b) If men always marry women who are 2 years older than themselves, there would be a positive correlation between the ages of husbands and wives. The correlation coefficient would be positive, indicating a direct relationship.

c) If men always marry women who are 1.1 times as old as themselves, the correlation between the ages of husbands and wives would depend on the distribution of ages in the population.

To know more about correlation,

https://brainly.com/question/31057012

#SPJ11

Heather paid $2,022.30 for a computer. If the price paid includes a 7% sales tax, which if the following equation can be used to determine the price of the computer after tax?
(Let x represent the cost of the computer and y represent the total cost after tax.) A. y=1.7x B. y=0,93x C. y=x+7x D. y=1,.07x

Answers

Heather paid $2,022.30 for a computer. If the price paid includes a 7% sales tax, we need to use the equation y = 1.07x to determine the price of the computer after tax.Let's see how we can derive the above equation.From the given problem, we know that Heather paid $2,022.30 for the computer, which includes the sales tax of 7%.

This means, if we take the price of the computer as 'x' and the sales tax as 7% of 'x' then we can write the equation as follows:y = x + 0.07x ⇒ y = 1.07xHence, the equation that can be used to determine the price of the computer after tax is y = 1.07x.An explanation of more than 100 words for the above problem is as follows:The given problem is to determine the equation that can be used to determine the price of the computer after a 7% sales tax.Heather paid $2,022.30 for the computer, which includes the sales tax of 7%.We know that the sales tax is a percentage of the price of the computer and it is added to the price to get the total cost.

Let's say the price of the computer is 'x' and the sales tax is 7% of 'x', then the total cost after tax is:y = x + 0.07xWe can simplify the above equation as follows:y = 1.07xThis means that if we multiply the price of the computer by 1.07, we get the total cost after tax. For example, if the price of the computer is $1,000 then the sales tax will be $70 (7% of $1,000) and the total cost after tax will be $1,070.

To know more about determine visit:

https://brainly.com/question/30795016?

#SPJ11

Find the value of each of the six trigonometric functions of the
angle theta in the figure.
Find the value of each of the six trigonometric functions of the angle 0 in the figure. b a=28 and b=21 0 led a

Answers

The lengths of sides a and b are required in order to determine the values of the six trigonometric functions (sine, cosine, tangent, cosecant, secant, and cotangent) of angle or angle 0 in the shown figure. Only the values of a (28) and b (21) are given, though.

We need more details about the angles or lengths of the other sides of the triangle in order to calculate the values of the trigonometric functions. It is impossible to determine the precise values of the trigonometric functions without this knowledge.

We could use the ratios of the sides to compute the trigonometric functions if we knew the lengths of other sides or the measurements of other angles. As an illustration, sine () denotes opposed and hypotenuse, cosine () adjacent and hypotenuse, tangent opposite and adjacent, and so on.

learn more abour trigonometric here :

https://brainly.com/question/29156330

#SPJ11

find the second taylor polynomial p2 {x ) for the function fix ) = e* cosx about x0 = 0.

Answers

Therefore, the second Taylor polynomial for the function [tex]f(x) = e^x * cos(x)[/tex] about x₀ = 0 is p₂(x) = 1 + x.

To find the second Taylor polynomial for the function [tex]f(x) = e^x * cos(x)[/tex] about x₀ = 0, we need to find the values of the function and its  derivatives at x₀ and then construct the polynomial.

Let's start by finding the first and second derivatives of f(x):

[tex]f'(x) = (e^x * cos(x))' \\= e^x * cos(x) - e^x * sin(x) \\= e^x * (cos(x) - sin(x)) \\f''(x) = (e^x * (cos(x) - sin(x)))' \\= e^x * (cos(x) - sin(x)) - e^x * (sin(x) + cos(x)) \\= e^x * (cos(x) - sin(x) - sin(x) - cos(x)) \\= -2e^x * sin(x) \\[/tex]

Now, let's evaluate the function and its derivatives at x₀ = 0:

[tex]f(0) = e^0 * cos(0) \\= 1 * 1 \\= 1 \\f'(0) = e^0 * (cos(0) - sin(0)) \\= 1 * (1 - 0) \\= 1\\f''(0) = -2e^0 * sin(0) \\= -2 * 0 \\= 0\\[/tex]

Now, we can construct the second Taylor polynomial using the values we obtained:

p₂(x) = f(x₀) + f'(x₀) * (x - x₀) + (f''(x₀) / 2!) * (x - x₀)²

p₂(x) = 1 + 1 * x + (0 / 2!) * x²

p₂(x) = 1 + x

To know more about second Taylor polynomial,

https://brainly.com/question/31946118

#SPJ11

The second Taylor polynomial P2(x) for the function f(x) = e^x * cos(x) about x0 = 0 is P2(x) = 1 + x.

To find the second Taylor polynomial, denoted as P2(x), for the function f(x) = e^x * cos(x) about x0 = 0, we need to calculate the function's derivatives at x = 0 up to the second derivative.

First, let's find the derivatives:

f(x) = e^x * cos(x)

f'(x) = e^x * cos(x) - e^x * sin(x)

f''(x) = 2e^x * sin(x)

Now, we can evaluate the derivatives at x = 0:

f(0) = e^0 * cos(0) = 1 * 1 = 1

f'(0) = e^0 * cos(0) - e^0 * sin(0) = 1 * 1 - 1 * 0 = 1

f''(0) = 2e^0 * sin(0) = 2 * 0 = 0

Using the derivatives at x = 0, we can construct the second Taylor polynomial, which has the general form:

P2(x) = f(0) + f'(0) * x + (f''(0) / 2!) * x^2

Plugging in the values, we get:

P2(x) = 1 + 1 * x + (0 / 2!) * x^2

= 1 + x

Therefore, the second Taylor polynomial P2(x) for the function f(x) = e^x * cos(x) about x0 = 0 is P2(x) = 1 + x.

Learn more about taylor polynomials at https://brainly.com/question/31946118

#SPJ11

Which of the following statements is (are) correct? b. d and e d) If there is a nonzero vector in the kernel of a linear transformation T. then 0 is an eigenvalue of T c) Only linear transformations on finite vectors spaces have eigenvectors a) Similar matrices have the same eigenvalues a, bande b) Similar matrices have the same eigenvectors e) If A is similar to B. then A’ is similar to B2 a, d and e

Answers

The correct statements among the given options are d)there is a Nonzero vector, a), and e)A is similar to B, then A' is similar to B^2.

Among the given statements, the correct statements are:

d) If there is a nonzero vector in the kernel of a linear transformation T, then 0 is an eigenvalue of T.

a) Similar matrices have the same eigenvalues.

e) If A is similar to B, then A' is similar to B^2.

d) If there is a nonzero vector in the kernel of a linear transformation T, then 0 is an eigenvalue of T.

This statement is correct. The kernel of a linear transformation consists of all the vectors that map to the zero vector. If there is a nonzero vector in the kernel, it means there is a vector that gets mapped to zero, which implies that the linear transformation has the eigenvalue of 0.

a) Similar matrices have the same eigenvalues.

This statement is correct. Similar matrices represent the same linear transformation under different bases. Since the eigenvalues of a matrix represent the values for which the linear transformation has nontrivial solutions, similar matrices have the same eigenvalues.

e) If A is similar to B, then A' is similar to B^2.

This statement is also correct. If matrices A and B are similar, it means there exists an invertible matrix P such that P^(-1)AP = B. Taking the transpose of both sides of this equation, we get (P^(-1)AP)' = B'. Since the transpose of a product is the product of the transposes in reverse order, we have P^(-1)A'P = B'. Similarly, we can square both sides of the original equation to get (P^(-1)AP)^2 = B^2. Therefore, A' is similar to B' and A^2 is similar to B^2.

Therefore, the correct statements among the given options are d), a), and e).

For more questions on Nonzero .

https://brainly.com/question/30881134

#SPJ8

Area involving
A rectangular paperboard measuring 35 in long and 24 in wide has a semicircle cut out of it, as shown below.
Find the area of the paperboard that remains. Use the value 3.14 for x, and do not round your answer. Be sure to include the
correct unit in your answer.
24 in
35 in
0
808
in
X
in² in³

Answers

The area of the paperboard that remains is 613.92 square inches.

To find the area of the paperboard that remains after a semicircle is cut out, we need to calculate the area of the rectangular paperboard and subtract the area of the semicircle.

The rectangular paperboard has dimensions of 35 inches long and 24 inches wide. Therefore, the area of the rectangular paperboard is:

Area_rectangular = length * width = 35 in * 24 in = 840 in²

Now, let's calculate the area of the semicircle. The semicircle is cut out of the rectangular paperboard, and the diameter of the semicircle is equal to the width of the rectangular paperboard (24 inches).

The formula to calculate the area of a semicircle is:

Area semicircle = (π * r²) / 2

where r is the radius of the semicircle.

Since the diameter of the semicircle is 24 inches, the radius is half of that, which is 12 inches.

Plugging in the values into the formula, we get:

Area_semicircle = (3.14 * 12²) / 2 = (3.14 * 144) / 2 = 226.08 in²

Finally, to find the area of the paperboard that remains, we subtract the area of the semicircle from the area of the rectangular paperboard:

Area remaining = Area rectangular - Area semicircle = 840 in² - 226.08 in² = 613.92 in²

Therefore, the area of the paperboard that remains is 613.92 square inches.

For more questions on area

https://brainly.com/question/25292087

#SPJ8

Find the missing value required to create a probability
distribution, then find the mean for the given probability
distribution. Round to the nearest hundredth.
x / P(x)
0 / 0.02
1 / 0.06
2 / 0.01
3

Answers

The mean for the given probability distribution is 2.81.

The sum of all the probabilities is equal to 1:0.02 + 0.06 + 0.01 + P(3) = 1

Simplify and solve for P(3):0.09 + P(3) = 1P(3) = 1 - 0.09P(3) = 0.91

The probability distribution is now:x / P(x)0 / 0.021 / 0.062 / 0.011 / 0.91

The mean is calculated by multiplying each value of x by its corresponding probability and then adding up the products:

Mean = 0(0.02) + 1(0.06) + 2(0.01) + 3(0.91)

Mean = 0 + 0.06 + 0.02 + 2.73

Mean = 2.81

Rounded to the nearest hundredth, the mean is 2.81.

Therefore, the mean for the given probability distribution is 2.81.

Know more about mean here:

https://brainly.com/question/1136789

#SPJ11

In Roulette, 18 of the 38 spaces on the wheel are black.
Suppose you observe the next 10 spins of a roulette wheel.
(a) What is the probability that exactly half of the spins land on black?
(b) What is the probability that at least 8 of the spins land on black?

Answers

(a) To calculate the probability of exactly half of the spins landing on black, we need to consider the number of ways we can choose exactly five out of the ten spins to land on black. The probability of a single spin landing on black is 18/38, and the probability of a single spin landing on red (since there are only two possibilities) is 20/38.

We can use the binomial probability formula to calculate the probability:

P(X = k) = C(n, k) * p^k * q^(n-k)

where:

P(X = k) is the probability of exactly k successes,

C(n, k) is the number of combinations of n items taken k at a time,

p is the probability of success on a single trial, and

q is the probability of failure on a single trial.

For exactly half of the spins (k = 5), the probability can be calculated as:

P(X = 5) = C(10, 5) * (18/38)^5 * (20/38)^5

Calculating this expression will give us the probability that exactly half of the spins land on black.

(b) To calculate the probability of at least eight spins landing on black, we need to consider the probabilities of eight, nine, or ten spins landing on black and add them up.

P(X ≥ 8) = P(X = 8) + P(X = 9) + P(X = 10)

Using the same binomial probability formula, we can calculate each of these probabilities:

P(X = 8) = C(10, 8) * (18/38)^8 * (20/38)^2

P(X = 9) = C(10, 9) * (18/38)^9 * (20/38)^1

P(X = 10) = C(10, 10) * (18/38)^10 * (20/38)^0

By calculating these expressions and summing them up, we can determine the probability of at least eight spins landing on black.

Please note that the calculations provided are based on the assumption of a fair roulette wheel with 18 black spaces out of 38 total spaces.

To know more about Expression visit-

brainly.com/question/14083225

#SPJ11

The graph in the picture represents two boats departing at the same time from the same dock. The first boat is traveling at 18 miles per hour at a heading of 327° and the second boat is traveling at 4 miles per hour at a heading of 60°. Find the distance between the two boats after 2 hours. 4 mph 18 mph

Answers

Answer:

The distance between the two boats after 2 hours is approximately 28.7 miles.

What is the separation distance between the boats after 2 hours?

The first boat is traveling at 18 miles per hour with a heading of 327°, while the second boat is traveling at 4 miles per hour with a heading of 60°. To find the distance between the two boats after 2 hours, we can use the concept of vector addition. We can break down the velocities of the boats into their horizontal and vertical components and then find the resultant displacement.

For the first boat, the horizontal component of velocity can be calculated as 18 * cos(327°), and the vertical component can be calculated as 18 * sin(327°). Similarly, for the second boat, the horizontal component is 4 * cos(60°), and the vertical component is 4 * sin(60°).

After 2 hours, the horizontal displacement of the first boat will be (18 * cos(327°)) * 2, and the vertical displacement will be (18 * sin(327°)) * 2. Similarly, the horizontal displacement of the second boat will be (4 * cos(60°)) * 2, and the vertical displacement will be (4 * sin(60°)) * 2.

To find the distance between the two boats, we can use the Pythagorean theorem. The horizontal separation is the difference between the horizontal displacements, and the vertical separation is the difference between the vertical displacements. The distance between the two boats is the square root of the sum of the squares of the horizontal and vertical separations.

After evaluating the calculations, we find that the distance between the two boats after 2 hours is approximately 28.7 miles.

Learn more about: vector addition and its application brainly.com/question/30760728

#SPJ11

Construct an interval estimate for the given parameter using the given sample statistic and margin of error. For p, using 0.33 with margin of error 0.03. - The interval isi 0.32 to 0.34
Construct an

Answers

The interval estimate for the parameter p, using a sample statistic of 0.33 with a margin of error of 0.03, is 0.32 to 0.34.

To calculate the interval estimate, we start with the sample statistic, which in this case is 0.33. The margin of error is the maximum amount by which the sample statistic can deviate from the true population parameter. In this case, the margin of error is 0.03.

To construct the interval estimate, we take the sample statistic and subtract the margin of error to get the lower bound of the interval. In this case, 0.33 - 0.03 = 0.32. Similarly, we add the margin of error to the sample statistic to get the upper bound of the interval. Therefore, 0.33 + 0.03 = 0.34.

So, the interval estimate for p is 0.32 to 0.34, meaning that we are 95% confident that the true population parameter lies within this range.

To know more about margins of error, refer here:

https://brainly.com/question/29419047#

#SPJ11

you are driving to a conference in cleveland and have already traveled 100 miles. you still have 50 more miles to go. when you arrive in cleveland, how many miles will you have driven?
O 50 miles
O 150 miles
O 1200 miles
O 1500 miles

Answers

When you arrive in Cleveland, you will have driven a total of 150 miles.

Based on the given information, you have already traveled 100 miles and have 50 more miles to go. To find the total distance you will have driven, you need to add the distance you have already traveled to the remaining distance. Therefore, 100 miles (already traveled) + 50 miles (remaining) equals 150 miles in total.

To elaborate further, when you start your journey, you have already covered 100 miles. As you continue driving towards Cleveland, you still have 50 more miles to cover. Adding these two distances together, you get a total of 150 miles. This calculation is based on the assumption that there are no detours or additional stops along the way. Therefore, when you finally arrive at the conference in Cleveland, you will have driven a total distance of 150 miles.

Learn more about arrive here:

https://brainly.com/question/31497715

#SPJ11

Other Questions
As sales manager, Andrew Short was given the following static budget report for selling expenses in the Winter Sports Department of AC Outdoor Company for the month of November. AC Outdoor Company Winter Sports Department Budget Report For the Month Ended November 30, 2020 Difference Favorable F Budget Actual Unfavorable U Sales in units 4,000 500 F Variable expenses Sales commissions $132,000 $8,900 U Advertising expense 40,000 3,600 U Travel expense 176,000 15,600 U Demonstration models given out 92,000 10,000 F Total variable 440,000 18,100 U Fixed expenses Rent 8,000 Sales salaries 59,600 Office salaries 39,600 Depreciation-vans (sales staff) 2,700 600 U Total fored 109,900 110,500 600 U $549,900 Total expenses $568,600 $18,700 U "The increase in depreciation was due to a new vehicle that had to be purchased as a result of an accident driving on snowy roads on the way to visit a customar As a result of this budget report, Andrew was called into the president's office and congratulated on his fine sales performance. He was reprimanded, however, for allowing his costs to get out of control. Andrew knew something was wrong with the performance report that he had been given. However, he was not sure what to do, and comes to you for advice 4,500 $140,900 43,600 191,600 82,000 450,100 8,000 59,600 39,600 3,300 - 8 After Andrew because familiar with the flexible budget report, he began to analyze the numbers. Andrew feels that sales can be increased if AC Outdoor Company would increase sales commissions to $34.00 per unit. This would allow them to reduce advertising expense to $8.50 per unit. Andrew thinks that these changes will motivate the sales staff to sell at least 5,400 units. He is allowed to try his plan in December and had the following results. AC Outdoor Company Winter Sports Department Results For the Month Ended December 31, 2020 Sales in units 5,400 Variable expenses Sales commissions $176,900 Advertising expense 44,000 Travel expense 230,000 Demonstration models given out 102,600 Total variable 553,500 Fixed expenses Rent 8,000 Sales salaries 59,600 Office salaries 39.600 Depreciation-vans (sales staff) 3,300 Total foxed 110,500 Total expenses $664,000 Prepare a budget report based on flexible budget data. The new depreciation amount has been included in the budgeted fixed costs. (Round per unit answers to 2 decimal places, eg 15.25) AC Outdoor Company Winter Sports Department Flexible Budget Report Per Unit Budget JUDQ0.000 Prepare a budget report based on flexible budget data. The new depreciation amount has been included in the budgeted fixed costs. (Round per unit answers to 2 decimal places, es 15.25) AC Outdoor Company Winter Sports Department Flexible Budget Report Difference Favorable Unfavorable Neither Favorable et nor Unfavorable Actual 100 > > > 11 < Prove the following statement: The difference of any two odd integers even Phillipe, a researcher, examined the effect of lighting on learning. Randomly assigned participants learned material while using a 100-watt or a 125-watt bulb. He found no differences between the two groups. The nonsignificant results may have occurred because of _____.A)a costly measure of learningB)insufficient strength of the manipulationC)selection differencesD)the use of staged manipulation Forbes Company uses a predetermined overhead rate based on direct labor-hours to apply manufacturing overhead to jobs. At the beginning of the period, the company estimated manufacturing overhead would be $18,000 and direct labor-hours would be 15,000. The actual figures were $19,500 for manufacturing overhead and 16,000 direct labor-hours. The cost records for the period will show: overapplied overhead of $300overapplied overhead of $1,500underapplied overhead of $1,500underapplied overhead of $300 beginning with 1.31 g salicylic acid, 4.0 ml acetic anhydride, calculate the theoretical yield of acetylsalicylic acid. Intro One of IBM's bond issues has an annual coupon rate of 4.1%, a face value of $1,000 and matures 12 years. BAttempt 1/6 for 5 pts. Part 1 What is the value of the bond if the required return is 5%? 0+ decimals Submit Part 2 B Attempt 1/6 for 5 pts. What is the value of the bond if the required return is 6%? decimals the typical path of a winter mid-latitude cyclone is ____. When transactions costs are sufficiently high, it may be more efficient to supply the good publicly than to have the good supplied by private markets". Do you agree with the statement? Graphically explain your point of view.Kindly give answer in detail but relevant answer. Here subject is Public Sector Economics. what can you not import from one access database into another access database? There is many Potential business value from collaboration with IT. Choose three from the following figure that help to improve business with IT successfully. Why these concepts can make valuable collaboration? Justif your answer. (6 Marks) - (Minimum 200 Words). Top-line value Cost savings Effectiveness Accessibility of people Accessibility of information Flexibility Potential business value from collaboration If the IRR of Alternative A is 10%, the IRR of Alternative B is 8% and the MARR is 6%, which of the following is true? Alternative B is preferred over Alternative A O Alternative A is preferred over Alternative B O Both alternatives are preferred over the do nothing alternative O Both b and care true Q=100-2PMC=5+0,05Qa)profit maximization ?b) social risk ? Blake took a marketing class at the local community college before starting his landscape business. He decided that his time would be better utilized in this class because if he could learn to sell his services well, the revenues and profits would follow. Your assessment of his plan might include which of the following?A) Blake understands that marketing is the lifeblood of the company, and he is right on track with his approach.B) Blake has elected to operate like a virtual company and leave various parts of the business including accounting, environmental trends scanning, and management to outsourcers.C) Blake knows that increasing revenues will always keep the business profitable and in a positive cash position.D) Blake needs to realize that the ability to understand and interpret financial statements provided by his accountant might enhance his profits. A 17.0-m-high and 11.0-m-long wall and its bracing under construction are shown in the figure. 17.0m 8.5 m 10 braces Calculate the force, in newtons, exerted by each of the 10 braces if a strong wind exerts a horizontal force of 645 N on each square meter of the wall. Assume that the net force from the wind acts at a height halfway up the wall and that all braces exert equal forces parallel to their lengths. Neglect the thickness of the wall. Grade Summary sin o cos tan o a tan a cotan sin h cos h tan h cotan h Degrees O Radians V In 1986 an electrical power plant in Taylorsville, Georgia, burned 8,376,726 \rm tons of coal, a national record at that time.Assuming that the coal was 86.0 \% carbon by mass and that combustion was complete, calculate the number of tons of carbon dioxide produced by the plant during the year. the valuation approach that gives the lowest value of the business is: The following transactions occurred over the months of September to December at Nicoles Getaway Spa (NGS). September Sold spa merchandise to Ashley Welch Beauty for $1,800 on account; the cost of these goods to NGS was $900. October Sold merchandise to Kelly Fast Nail Gallery for $450 on account; the cost of these goods to NGS was $200. November Sold merchandise to Raea Gooding Wellness for $300 on account; the cost of these goods to NGS was $190. Consider an economy described by the 6 following equations. In this economy, compute private saving, public saving, and national saving is there a budget surplus or deficit?(1) Y=C+I+G (2) Y = 6,000 (3) G= 1,250 (4) T = 1,500 (5) Consumption function: C = 200+ 0.8(Y-T) (6) Investment function : 1 = 1000 4r Select one a.Public Saving= 250; Private saving-750 and National saving-1,000. There is a budget surplus b.Public Saving= 250, Private saving-700 and National saving-950. There is a budget surplus c.Public Saving= -250, Private saving= 750 and National saving-500. There is a budget deficit d.Public Saving=-250, Private saving-700 and National saving-450. There is a budget deficit how did barnett newman increase the capacity of color to communicate emotion? What is scanning?What should you do when rehearsing the speech?Why is smiling and eye contact important in publicspeaking?