Let Zi X₁μx~N(0,1), and Wi = ~N(0,1), for i = 1,2,3,...,10, then: i) State, with parameter(s), the probability distribution of the statistic, T = σχ = σy ii) Find the mean and variance of the statistic T = Σtw,2 10 Σ{917;2 Σt=1²₁ 54 | 21=1 W₁² iii) Calculate the probability that a statistic T = Z₁ + W₁ is at most 4. iv) Find the value of ß such that P(T> B) = 0.01, where T = 10₁Z₁² + ¹₁ W₁².
Q: ten cell phones, the mean full retail price was $406.50 and the standard deviation was $174.00.…
A: Given that Sample size n =10 Sample mean =406.50 Sample standard deviation =174.00
Q: In a normal distribution, x = 5 and z = –1.4. This tells you that x = 5 is ____ standard deviations…
A: Given that Z-score = -1.4 and x=5
Q: The number X of insect larvæfound on a cm² on a petri plate is assumed to follow a Poisson…
A:
Q: What is the interquartile range of 32, 21, 17, 38 and 6.
A:
Q: In a random sample of males, it was found that 27 write with their left hands and 210 do not. In a…
A:
Q: It has been determined that 37 out of 100 adult Americans that did not attend college believe in…
A: There are two independent samples which follows normal distribution. We have to test whether the…
Q: You want to obtain a sample to estimate a population proportion. At this point in time, you have no…
A: From the provided information, Confidence level = 99% Margin of error = 0.05
Q: QUESTION 10 Would you accept the alternative hypothesis (in a left tail test), if the probability of…
A:
Q: Find the expected value of the random variable. X 2 3 3 4 5 P(x) 0.2 0.4 0.2 0.2 What is the…
A:
Q: Show that for any & > 0 and Sn = Ei=1 Xi, lim P(|Sn-01 ≥ E) = 0. 11-00 a) b) Show that a statistic…
A: As per bartleby guidelines we can solve only first three subparts and rest can be reposted
Q: Consider the following sample data: 6, 10, 4, 3, 7, 9, 21, and 14. What is the variance? Select…
A: For the given data What is the variance?
Q: a) b) c) Show that for any &> 0 and S, ===₁ X₁, lim P(|S₁ − 0| ≥ ɛ) = 0. 1110 Show that a statistic…
A: As per bartleby guidelines we can solve only first three subparts and rest can be reposted
Q: A certain counselor wants to compare mean IQ scores for two different social groups. A random sample…
A: Given that Sample sizes n1=13 , n2=11 Sample means X̄1=103 , X̄2=116 s1 =15…
Q: A biologist looked at the relationship between number of seeds a plant produces and the percent of…
A:
Q: Listed in the accompanying table are heights (in.) of mothers and their first daughters. The data…
A: The claim is that there is no difference in heights between mothers and their first daughters.
Q: QUESTION 8 Researchers used the least-squares method to study the relationship between the length of…
A: Let Y be the number of product purchased X be the the length time of a commercial
Q: d. ²: e. Interpret ²: O 73% of all students will receive the average score on the final exam. (Round…
A: Since you have posted a question with multiple sub-parts, we will solve first three subparts for…
Q: Summary statistics are given below for independent simple random samples from two populations. Use…
A: The given values are x¯1=71.8,s1=3.9,n1=11,x¯2=68.6,s2=3.6,n2=9.
Q: You have accepted the alternative hypothesis while the null hypothesis is true. This is Type III…
A: It is given that The null hypothesis is true and the alternative hypothesis is accepted.
Q: A magazine collects data each year on the price of a hamburger in a certain fast food restaurant in…
A: Given: μ = 4.61 n = 12 α = 0.05 Formula Used: Test-statistic t = X-μsn
Q: A student was asked to find a 99% confidence interval for the proportion of students who take notes…
A: Given that n = 75 99 % confidence interval is 0.15 < p < 0.2
Q: Match each term with its notation. Enter the number corresponding to the correct notation in the…
A: The number of treatments conditions is denoted by n. The number of scores in each treatment is…
Q: You are about to collect data on rabbits, to estimate their mean ear length. The population follows…
A: Given that: Standard deviation = 0.4 cm Margin of error = 0.2 cm Confidence level = 95 % To find:…
Q: A manufacturing company is analyzing its accident record. The accidents fall into two categories: …
A: From the given information, the accident falls into two categories: Minor and majorAverage cost for…
Q: B. The average exam score for 10 students in a statistics class was 85. One student dropped the…
A: Given When n=10, average exam score for 10 students in a statistics x̄=85 When one student dropped…
Q: diagnoses. The (incomplete) results are shown below: # of times floss per week 0 1 2 3 4 Frequency…
A:
Q: Use the one-proportion z-interval procedure to find the required confidence interval. Of 106…
A:
Q: In a linear regression model, E (y) = a + Bx, B represents: O x-intercept the change in E(y) for a…
A: Regression model Y=ɑ+βx+ e
Q: X 2 3 45 P(x) 0.2 0.4 0.2 0.2 What is the expected value?
A: Given X = 2,3,4,5 P(x) = 0.2,0.4,0.2,0.2
Q: Consider a Markov chain with two possible states, S = {0, 1}. In particular, suppose that the…
A:
Q: A random variable X has the following probability distribution. 4 6 0.3 0.2 If a sample of size 2 is…
A:
Q: In a recent year, a poll asked 71 random adult citizens of a large country how they rated economic…
A:
Q: Consider the following hypotheses statement for the average cost of a computer part: Ho: 56, Hap>…
A: Given that x̄ = 58 , μ = 56 , ? = 6 , n = 70
Q: The number of successes and the sample size are given for a simple random sample from a population.…
A:
Q: B. A manufacturing company is analyzing its accident record. The accidents fall into two categories:…
A: From the given information, the accident falls into two categories: Minor and majorAverage cost for…
Q: The number of cans of soft drinks sold in a machine each week is recorded below. Develop forecasts…
A: Data is given for sale of each week for cans of softdrinks We have to calculate mean squared error…
Q: High school students across the nation compete in a financial capability challenge exam. Students…
A: From the provided information, Students who score in the top 10% are recognized publicly for their…
Q: Provide an appropriate interpretation for each partial slope in the above estimated equation. 1b)…
A: Given: Regression equation lnprice^=3.85+0.0025sqrft+0.02bdrms-0.056colomial+0.00068sqrftcol
Q: B. A manufacturing company is analyzing its accident record. The accidents fall into two categories:…
A: Given information: Minor dealt with by first aider: Average cost k 50. Major hospital required:…
Q: Test the claim that the mean GPA of night students is significantly different than 2 at the 0.2…
A:
Q: On a standardized exam, the scores are normally distributed with a mean of 350 and a standard…
A: Given; Let X: a standardized examX~N(μ,σ)where mean(μ)=350 and standard deviation(σ)=20
Q: A sample mean, sample standard deviation, and sample size are given. Use the one-mean t-test to…
A:
Q: You want to obtain a sample to estimate a population proportion. At this point in time, you have no…
A: Given that Margin of error = E = 3.5% = 0.035 80% confident Level of significance = 100% - 80% =…
Q: A process of drawing a sample is called Sampling Census Both none
A: Given that Simple random sampling: A procedure for selecting a sample of size n out of a finite…
Q: Suppose the random variable X has pdf K exp 12V/28 XP ( - ("=2)²). fo 2√/2K 0. £x(u) = 0≤u≤ 4,…
A:
Q: From the following observations of annual EPS for a company, what is the first-order…
A: Given the data as Time EPS 1 3.88 2 3.41 3 4.18 4 4.21 5 5.42 6 5.96
Q: rmine how well your class consisting of twenty-nine students performed in a summative examination.…
A: Scores No. of Students 21-30 2 31-40 1 41-50 6 51-60 8 61-70 7 71-80 9 81-90 5…
Q: X~N (7.5,2.5) Find the probability that x is between three and nine.
A: For such problems we use z score for calculating probability. we can finx the z score at 3 and 9 and…
Q: When Noah goes bowling, his scores are normally distributed with a mean of 135 and a standard…
A: Let X be the Noah goes bowling, his scores are normally distributed mean μ=135, standard deviations…
Q: A University Director of Studies records the number of students failing the examinations of several…
A: Stem-and-leaf plot: A graphical representation of the quantitative data in which each data entry is…
2.
STATISTICAL INFERENCE
Trending now
This is a popular solution!
Step by step
Solved in 3 steps with 3 images
- Let (X1,...,Xn), n ≥ 2, be a random sample from a distribution with discrete probability density fθ,j,whereθ ∈ (0,1), j = 1, 2, fθ,1 is the Poisson distribution with mean θ,andfθ,2 is the binomial distribution with size 1 and probability θ. (i) Show that T = ni=1Xi is not sufficient for (θ,j).i)only Let (X1,...,Xn), n ≥ 2, be a random sample from a distribution with discrete probability density fθ,j,whereθ ∈ (0,1), j = 1, 2, fθ,1 is the Poisson distribution with mean θ,andfθ,2 is the binomial distribution with size 1 and probability θ. (i) Show that T = ni=1Xi is not sufficient for (θ,j).X and Y are continuous random variables with pdf f(x,y) = 2x for0 ≤x ≤y ≤1, and f(x,y) = 0 otherwise. Find the conditional expectation ofY given X = x.
- Let X and Y be continuous random variables with joint distribution function, F (x,y). Let g (X,Y) and h (X,Y) be functions of X and Y. PROVE Cov (X,Y) = E[XY] - E[X] E[Y]Suppose that the random variables X1,...,Xn form a random sample of size n from the uniform distribution on the interval [0, 1]. Let Y1 = min{X1,. . .,Xn}, and let Yn = max{X1,...,Xn}. Find E(Y1) and E(Yn).Let X1, . . . , Xn be random variables corresponding to n independent bids for an item on sale. Suppose each Xi is uniformly distributed on [100, 200]. If the seller sells to the highest bidder, what is the expected sale price? A)Find the pdf of W = Max (X1, X2, …, Xn). B) Find E(W). Hint: Let W = Max (X1, X2, …, Xn). 1. P[W ≤ c] = P[Max (X1, X2, …, Xn) ≤ c] = P[X1 ≤ c, X2 ≤ c,…, Xn ≤ c] 2. Obtain the pdf of W by differentiating its cdf of W.
- Let X1 and X2 be two continuous random variableshaving the joint probability density f(x1, x2) = 4x1x2 for 0 < x1 < 1, 0 < x2 < 10 elsewhereFind the joint probability density of Y1 = X21 and Y2 = X1X2.Let Xi be arandom sample from U(0,1)prove that Xn’ convarges in probability to 0.50If X is a continuous random variable find the CDF and density of the function y = x/3
- Let X and Y be jointly distributed random variables. This exercise leads you through a proof of the fact that −1 ≤ ρX,Y ≤ 1. a) Express the quantity V(X − (σX/σY)Y) in terms of σX, σY, and Cov(X, Y). b) Use the fact that V(X − (σX/σY)Y) ≥ 0 and Cov(X, Y) = ρX,YσXσY to show that ρX,Y ≤ 1. c) Repeat parts (a) and (b) using V(X + (σX/σY)Y) to show that ρX,Y ≥ −1.The 4-dimensional random vector X has PDF fX(x)={1 when 0≤xi≤1, i=1,2,3,4 and 0 otherwise}. Are the for components of X independent random variables?