Question

In: Statistics and Probability

Consider the estimated equation from your textbook: Test score = 698.9 - 2.28x STR, R^2 =...

Consider the estimated equation from your textbook:

Test score = 698.9 - 2.28x STR, R^2 = 0.051, SER = 18.6

(10.4)(0.52)

Test for the null hypothesis H0: B1 = -2 with a significant level of 5%

Show steps please

Solutions

Expert Solution

## Q ) Consider the estimated equation from your textbook:

Test score = 698.9 - 2.28 x STR,

(10.4) (0.52)

R^2 = 0.051, SER = 18.6

Test for the null hypothesis H0: B1 = -2 with a significant level of 5%

Show steps please

## step 1) To test : statement for null and alternative hypothesis :

H0: B1 = -2 vs H0: B1 ≠  -2

## step 2) test statistics :

t = ( b1 - B1 ) / se (b1)

here b1 : estimated slope value = -2.28

and standard error for slope = se (b1) = 0.52

t = ( -2.28 - (-2) ) / 0.52

t = ( - 0.28 ) / 0.52

t = - 0.5384

## step 3 ) alpha or level of significance = 0.05

## step 4 ) p value = 0.598 ( used statistical table )

## Step 5 ) Decision : we reject Ho if p value is less than alpha value using p value approach

here p value is greater than alpha value we fail to reject Ho at given level of signficance .

## Step 6 ) Conclusion :

There is insufficient evidence to conclude that coefficient B1 is significant at given alpha level .

we accpet null hypothesis that is B1 = -2


Related Solutions

Consider the equation x^2+(y-2)^2 and the relation “(x, y) R (0, 2)”, where R is read...
Consider the equation x^2+(y-2)^2 and the relation “(x, y) R (0, 2)”, where R is read as “has distance 1 of”. For example, “(0, 3) R (0, 2)”, that is, “(0, 3) has distance 1 of (0, 2)”. This relation can also be read as “(x, y) belongs to the circle of radius 1 with center (0, 2)”. In other words: “(x, y) satisfies this equation if, and only if, (x, y) R (0, 2)”. Does this equation determine a...
ECONOMETRICS 2 1) Consider the following estimated regression equation where the sample size is 78 (quarterly...
ECONOMETRICS 2 1) Consider the following estimated regression equation where the sample size is 78 (quarterly data): IND - OUTPUT (dependent variable): Industrial Production Index. PRICE (independent variable): Industrial Price Index. LOGIND-OUTPUT= -76.5- 0.39 LOG(PRICE)                 t statistics:                                 (-1.35)    (-0.72)          a) Interpret and test the coefficient of LOG(PRICE)?        Assume that an additional regression was run as: LOGIND-OUTPUT= -33.5 +0.46 LOGPRICE+0.009 T                 t statistics:                          (-4.63)    (2.78)                        (3.55) where T is a time trend. b) Interpret the coefficient of T...
Consider the variables y, x1 and x5 from Table B.2 of page 555 in the textbook,...
Consider the variables y, x1 and x5 from Table B.2 of page 555 in the textbook, regarding Solar Thermal Energy Test Data. 1. Construct a normal probability plot of the residuals. does there seem to be any problem with the normality assumption? 2. Construct and interpret a plot of the residuals versus the predicted response. 3. Construct plots of the residuals versus each of the regressor variables. Do these plots imply that regressor is correctly specified? 4. Construct partial regression...
Consider the variables y, x1 and x5 from Table B.2 of page 555 in the textbook,...
Consider the variables y, x1 and x5 from Table B.2 of page 555 in the textbook, regarding Solar Thermal Energy Test Data. Book Linear Regression analysis 1. Construct a normal probability plot of the residuals. does there seem to be any problem with the normality assumption? 2. Construct and interpret a plot of the residuals versus the predicted response. 3. Construct plots of the residuals versus each of the regressor variables. Do these plots imply that regressor is correctly specified?...
A person must score in the upper 2% of the population on an admissions test to...
A person must score in the upper 2% of the population on an admissions test to qualify for membership in society catering to highly intelligent individuals. If test scores are normally distributed with a mean of 140 and a standard deviation of 15, what is the minimum score a person must have to qualify for the society? (Round your answer to the nearest integer.)
A person must score in the upper 2% of the population on an IQ test to...
A person must score in the upper 2% of the population on an IQ test to qualify for membership in Mensa, the international high-IQ society. If IQ scores are normally distributed with a mean of 100 and a standard deviation of 15, what score must a person have to qualify for Mensa?
Referencing your textbook, the article, and website from this week, discuss the pros (at least 2)...
Referencing your textbook, the article, and website from this week, discuss the pros (at least 2) and cons (at least 2) of genetically modified plants as a food source. Prioritize the pros and cons and provide a recommendation. What data would you use to support your conclusions?
2. One of the leading treadmill manufacturers has estimated the following demand equation using data from...
2. One of the leading treadmill manufacturers has estimated the following demand equation using data from 66 stores around the country: Q =+ 250 – 4P + 20A + 3Pc - 15Ac + 40 I (1.8) (20) (1.2) (18) (15) R2 = 0.78 F = 30.86 The variables and their assumed values are Q = Quantity P = Price of basic model = $1000 A =Advertising expenditures = 60 units (in thousands) =Average price of the competitor’s product = $1200...
For a regression of test score (T) on the endogenous variable student-teacher ratio (R), Hoxby (2000)...
For a regression of test score (T) on the endogenous variable student-teacher ratio (R), Hoxby (2000) suggests using as an instrument the deviation of potential enrollment from its long-term trend (P), where "potential enrollment" means how many children of kindergarten age there are (whether or not they attend public school). Which of the following arguments would NOT support P as an instrument for R? a. Due to high adjustment costs of buildings and teachers and the small/discrete number of classrooms...
a. consider the plane with equation -x+y-z=2, and let p be the point (3,2,1)in R^3. find...
a. consider the plane with equation -x+y-z=2, and let p be the point (3,2,1)in R^3. find the distance from P to the plane. b. let P be the plane with normal vector n (1,-3,2) which passes through the point(1,1,1). find the point in the plane which is closest to (2,2,3)
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT