6. Theoretical equation: Si = Bo+ B1Y₁+ B ₂ G₁ + 5 i 0 Where: S = Educational birr spent per school student in the ith region in Ethiopia (in Birr Y = Per capita income in the įth region (in Birr) G=% growth of school enrollment in the ith region (in %) Estimated equation: Si= -183+ 0.1422Yi - 5926Gi a. Interpret the estimated regression coefficients b. In the estimated equation, why is the dependent variable S, and not S;? i c. Did I forget the stochastic error term in the estimated equation? d. Suppose that you had the opportunity to add another variable to the equation - what would happen to adjusted R²? e. What do you think would happen to the estimated coefficients of this equation if we had measured the per capita income variable in thousands of birr instead of in birr? Be specific.
Q: The error involved in making a certain measurement is a continuous rv X with the following cdf. 0 x…
A: As per our guidelines we are suppose to answer only three sub parts. Given,F(X)={0;…
Q: (c) Interpret the summary values ² and se associated with the fitted equation. Attach units to these…
A: I used R software for my calculations.
Q: A researcher rejected the bill where r(146) = .148, p = .03 and concluded that the effect size was?
A: Reviewing information, Given that, r=0.148p=0.03
Q: Conduct an ANOVA test for the following data table Treatment 1 Treatment 2 Treatment 3 20 18 16 19…
A: The question is about ANOVA Given : To find : Conduct ANOVA test
Q: a hypothesis test middle ged population mean mg ple of such levels. The sample has a mean of 191.2…
A: Given that Population mean μ =195.2 Sample mean=191.2 Standard deviation =20
Q: A supermarket sells apples in bags labeled as weighing 10 pounds. A sample of 50 bags had a mean…
A: GivenMean(μ)=10.3standard deviation(σ)=0.1sample size(n)=50A super market sells apples in bags…
Q: Quadrat Number 1 2 3 4 5 6 7 8 9 10 Cheerio count 10 8 6…
A: According to the given information in this question We need to calculate the standard deviation
Q: From Time Health Women in the flibanserin group self-reported an average of 2.8 sexually satisfying…
A: Flibanserin group : Average = 2.8 in 4 week base line period . In final four weeks of 24 week study…
Q: researcher measures how positive a person’s mood is and how creative he or she is, obtaining the…
A: Data is given for dependent variable (creativity Y) and independent variable (mood X) For 10…
Q: COM C 2 1 ("skorjo, jossa avoy os submitus pencury (4) (XX 9 C C F inox puncs ['sophe the sonop and…
A: Let X = the number of people who arrive late for the seminar. Total no. of individuals (n) = 8…
Q: "e you ever tried to get out of jury duty? About 24% of those called will find an excuse (work, poor…
A: Given that Number of trials n=11 Success of probability p=0.24 , q=0.76 Then X ~ Binom(n, p) p(x)…
Q: Fortune publishes data on sales, profits, assets, stockholders' equity, market value, and earnings…
A: Given: We want to select a simple random sample of 10 corporations from the Fortune 500 list. Use…
Q: During the past six months, 73.2 percent of U.S. households purchased sugar. Assume that these…
A: Let X be the expenditures are approximately normally distributed with a mean of $8.22 and a standard…
Q: The random variable X, has a p.d.f has sh (3/₁ (9-x) 81 √x (x) = { } (² fx (9-x) 0≤x≤9 otherwi
A: We have to find some probability and expectations. NOTE:- According to bartleby guidelines expert…
Q: 83. The maternity ward at Dr. Jose Fabella Memorial Hospital in Manila in the Philippines is one of…
A: The question is about discrete probability distribution Given : Avg. no. of births = 60 births per…
Q: d. How many days were 20 up to 25 packages shipped? Answer is complete but not entirely correct.…
A: Answer:- From the above information we construct a frequency distribution table, Classes…
Q: A manufacturer of potato chips would like to know whether its bag filling machine works correctly at…
A:
Q: A statistical program is recommended. A study of emergency service facilities investigated the…
A: a) The independent variable is the number of facilities (x) and the dependent variable is the…
Q: following table provides a probability distribution for the random variable x. x 8 f(x) 0.25 16 0.50…
A: X P(X) X*P(x) X2*P(X) 8 0.25 2.00 16 16 0.50 8.00 128 24 0.25 6.00 144 16 288
Q: For each of the following scenarios, determine whether the random variable is discrete or…
A: Discrete random variable : Variables which can take finite number of values. Continuous random…
Q: What is the probability that a z-score from a standard normal distribution would be between 1.79…
A: Given that. X~N( 0 , 1 ) μ=0 , ?=1 (for standard normal distribution) Z-score =( x - μ )/?
Q: This Exercise pertains to a 2015 study which took a Swedish family that ate a conventional diet…
A: Given information: The output of boxplots is given.
Q: USA Today reported that about 20% of all people in the United States are illiterate. Suppose you…
A: Here the given information is USA Today reported that about 20% of all people in the United States…
Q: Exercise 3-61 (Algo) (LO3-6) The IRS was interested in the number of individual tax forms prepared…
A: Here the given information is The IRS was interested in the number of individual tax forms prepared…
Q: The numbers of regular season wins for 10 football teams in a given season are given below.…
A: Given that The Population data set 2,7,15,5,14,7,11,6,3,7 Number of data values (N) = 10
Q: Determine if each event is independent or dependent. Then find the probability. When Luis plays…
A: P(Luis win) = 47P(he will win next four games) = ?
Q: A data set includes weights of garbage discarded in one week from 62 different households. The…
A: The question is about testing of correlation coefficient Given : Randomly selected no. of households…
Q: What other ways can I show the result? Thanks.
A: Enter the data in the R studio in the following ways for data frame: Test= c(1,2,3,4,5,6,7,8,9)…
Q: The ages of the winners of a cycling tournament are approximately bell-shaped. The mean age is 27.7…
A: Introduction: Consider X as a normally distributed random variable, with mean μ and standard…
Q: Determine if each event is independent or dependent. Then find the probability. A green die and…
A: roll a green die and a red die . each die has outcome 1 to 6. P(4 on green die and 5 on red die)…
Q: 1. Sketch a tree diagram that shows all the possible outcomes of a customer's coffee order and the…
A: Let L be the customer who orders a light roast. D be the customer who orders a dark roast. S be they…
Q: Then show the classes that you used for display
A: First make frequency table in proper format: Classes : ( define proper range ) Calculate…
Q: Verify that the total area under the density curve is indeed 1. £³0.05 0.05x + 0.3 dx = (b)…
A: Given pdf is, f(x)=0.05x+0.33≤x≤50o.w
Q: The data in the table is the number of absences for 7 students and their corresponding grade. Number…
A: Given information: The values of the number of absencesx and gradesy are given with b0=4.3617, and…
Q: ghts. Construct a 95% confidence interval for the mean summer weight (including carry-on luggage) of…
A: Let μ be the population mean summer weight of airline passengers. Given that, Sample mean (x¯)=14…
Q: A sushi restaurant makes 12 types of sushi rolls each day. They also offer 7 sashimi plates. A…
A: Here the given information is A sushi restaurant makes 12 types of sushi rolls each day. They also…
Q: function Suppose that the random variables X and Y have joint probability density -{8 ) = f(x,y) czy…
A: Note: According to the Bartleby guidelines expert solve only one question and maximum three subpart…
Q: Shuffle: Charles has five songs on a playlist. Each song is by a different artist. The artists are…
A: GivenNo.of songs on charles playlist=5No.of artists=5 (i.e., BTS,Cardi B,Taylor…
Q: Tardigrades, or water bears, are a type of micro-animal famous for their resilience. In examining…
A: According to the given information in this question We need to answer all the parts
Q: Alcohol abuse has been described by college presidents as the number one problem on campus, and it…
A:
Q: aw a random sample from a normal distribution. Is the sample standard deviation an ate of the…
A: We have given that, We draw a random sample froma normal distribution. Is the sample standard…
Q: a) Compare the distribution of proportion of peanuts of the two brands b) Construct a 96% confidence…
A: Continuous probability distributions and stem plot Since you have posted a question with multiple…
Q: The following model predicts credit card acceptance (yes) as follows: p-value (0.001) Intercept…
A: Answer:- Given data table Coefficient p-value Intercept 1.05 (<0.001) Bedreports…
Q: The city council conducts a survey of the city's residents to determine which services are most used…
A: Given that The resident uses the library=0.65 The library and the recycling center=0.35
Q: According to flightstats.com, American Airlines flights from Dallas to Chicago are on time 80% of…
A: given data, p(flight on time)=p=0.80q=1-p=1-0.80=0.20n=24x= no. of flight on time
Q: The sample covariance Sxy measures
A: Given that The sample covariance Sxy measures
Q: A medical researcher tested a new treatment for poison ivy against the traditional ointment. He…
A: conclusion : new treatment is more effective. p value = 0.037we have to interprete meaning of p…
Q: Let X be the cumulative distribution: where x>0, a>0 1. Find the density function. F(x)=1-e-zª
A: For the random variable X, the cumulative distribution function is given by: Fx=1-e-xα…
Q: Suppose that blood chloride concentration (mmol/L) has a normal distribution with mean 101 and…
A: From the given information, the random variable X denotes the blood chloride concentration and X…
Please, explain detail following formulats
thank you
Step by step
Solved in 6 steps
- The return rates of crane (Tagak) in Bulacan was studied using regression analysis and this relationship between return rate (x: % of birds that return to the colony in a givenyear) and immigration rate (y: % of new adults that join the colony per year) was established. The following regression equation was obtained: y = 31.9 – 0.34x. Based on this estimated regression equation, if the return rate were to decrease by 10% the rate of immigration to the colony would: A. increase by 3.4% B. decrease by 3.4% C. increase by 34% D. decrease by 0.34%Given are five observations for two variables, x and y. xi 1 2 3 4 5 yi 4 6 5 9 14 Develop the estimated regression equation by computing the the slope and the y intercept of the estimated regression line (to 1 decimal). y^= + x Use the estimated regression equation to predict the value of y when x = 5 (to 1 decimal).y^ =(a) For United States, provide data for the variables below over the years 1993 –2007:(i) Net migration rate (per 1,000 population)(ii) Total fertility rate (live births per woman)(iii)Unemployment, general level (Thousands)(iv) Wages(v) Life expectancy at birth for both sexes combined (years)Data can be obtained from the UN database http://data.un.org/Explorer.aspxUsing R-Studio, estimate a regression equation to determine the effect of unemployment,general level, wages and life expectancy at birth for both sexes on the net migration rate.(All codes and regression output should be provided).(i) Write down the regression equation. (ii) Interpret the coefficients and determine which of the individual coefficients in theregression model are statistically significant. In responding, construct and test anyappropriate hypothesis. (iii) Interpret the coefficient of determination.
- Suppose that researchers are interested in determining the bi-annual salary of statisticians of different levels using their years of experience and their education level (M = bachelors, P = doctorate). They fit the following model to a dataset that includes these variables and, after performing the proper steps of multiple linear regression, the following multiple linear regression model is obtained: yˆ = 42308 + 323x1 + 213x2 + 301(x1*x2) where the variables are as follows: yˆ = predicted bi−annual salary in dollars, x1 = number of years of experiencex2= {1 if the education level is a doctorate 0 if the education level is a bachelors What is the predicted bi-annual salary in dollars of an employee with 5 years of experience and a bachelor’s degree?Suppose that researchers are interested in determining the bi-annual salary of statisticians of different levels using their years of experience and their education level (M = bachelors, P = doctorate). They fit the following model to a dataset that includes these variables and, after performing the proper steps of multiple linear regression, the following multiple linear regression model is obtained: yˆ = 42308 + 323x1 + 213x2 + 301(x1*x2) where the variables are as follows: yˆ = predicted bi−annual salary in dollars, x1 = number of years of experiencex2= {1 if the education level is a doctorate 0 if the education level is a bachelors What is the predicted bi-annual starting salary of an employee with a doctorate degree? (Someone with no work experience). $ What is the predicted bi-annual starting salary of an employee with a bachelor’s degree? (Someone with no work experience). $Assume that there is a positive linear correlation between the variable R (return rate in percent of a financial investment) and the variable t (age in years of the investment) given by the regression equation R = 2.3t + 4.8. Without further information, can we assume there is a cause-and-effect relationship between the return rate and the age of the investment? If the investment continues to grow at a constant rate, what is the expected return rate when the investment is 7 years old? If the investment continues to grow at a constant rate, how old is the investment when the return rate is 30%?
- 1) create a line in DESMOS with the linear regression equation: y1 ~ mx1 + b 2) create a second line with quadratic regression: y1 ~ ax1^2 + bx + c After looking at the regression in DESMOS, is the data LINEAR or QUADRATIC?Suppose you are interested in the relationship between educational attainment (measured by years of completed schooling) and the how long people live (measured by age at death in years). For a sample of 100 recently-deceased people, you collect information on their educational attainment and their age at death. Treating educational attainment as the independent variable (X) and age at death as the dependent variable (Y), you compute the following regression equation. Y = 55 + 2.0X + e a) Interpret in words this equation. That is, what do each of the numerical values in the equation tell us? Be specific. b) How long would you predict that someone with a college education (that is, someone with 16 years of schooling) will live?Given are five observations for two variables, x and y. xi 3 12 6 20 14 yi 55 45 50 15 20 #1) Develop the estimated regression equation by computing the values of b0 and b1 using b1 = Σ(xi − x)(yi − y) Σ(xi − x)2 and b0 = y − b1x. y= #2) Use the estimated regression equation to predict the value of y when x = 13.
- The table below shows the number of state-registered automatic weapons and the murder rate for several Northwestern states. x 11.9 8.4 6.6 3.8 2.6 2.3 2.2 0.9 y 14.2 11.1 9.6 7 6.2 6.1 5.8 5 x = thousands of automatic weaponsy = murders per 100,000 residentsThis data can be modeled by the equation y=0.85x+4.03. Use this equation to answer the following; Special Note: I suggest you verify this equation by performing linear regression on your calculator.A) How many murders per 100,000 residents can be expected in a state with 7.7 thousand automatic weapons?a) For United States, provide data for the variables below over the years 1993 – 2007: (i) Net migration rate (per 1,000 population) (ii) Total fertility rate (live births per woman) (iii)Unemployment, general level (Thousands) (iv) Wages (v) Life expectancy at birth for both sexes combined (years) Data can be obtained from the UN database http://data.un.org/Explorer.aspx Using R-Studio, estimate a regression equation to determine the effect of unemployment, general level, wages and life expectancy at birth for both sexes on the net migration rate. (All codes and regression output should be provided).(i) Write down the regression equation. (ii) Interpret the coefficients and determine which of the individual coefficients in theregression model are statistically significant. In responding, construct and test anyappropriate hypothesis. (iii) Interpret the coefficient of determination. (iv) Using the 10% level of significance, determine and discuss whether the overallregression equation…(a) For United States, provide data for the variables below over the years 1993 – 2007: (i) Net migration rate (per 1,000 population) (ii) Total fertility rate (live births per woman) (iii)Unemployment, general level (Thousands) (iv) Wages (v) Life expectancy at birth for both sexes combined (years) Data can be obtained from the UN database http://data.un.org/Explorer.aspx Using R-Studio, estimate a regression equation to determine the effect of unemployment, general level, wages and life expectancy at birth for both sexes on the net migration rate. (All codes and regression output should be provided).(b) Using R-Studio redo the regression analysis with the total fertility rate as an additionalindependent variable. (All codes and regression output should be provided).(i) Write down the regression equation. (ii) Use the 5% level of significance, determine and discuss whether the total fertilityrate has a significant impact on the net migration rate in your assigned country.…