The real income suddenly drops by one dollar. What is the expected effect on monthly consumption?
Q: How to calculate the population standard deviation?
A:
Q: Find the expected value for the monthly income
A: Expected value of a Random Variable is given by E(X) = ∑xxP(x)
Q: What is the key advantage of the Logit Model over the Linear Probability Model?
A: Logic model- It is also defines as logistic Regression, is a binomial regression model. It is used…
Q: Explain the the Chi-Squared Distribution?
A:
Q: Collina's Italian Cafe in Houston, Texas, advertises that carryout orders take about 25 minutes.…
A: Given,A random variable X~Exponential(θ=125)f(x)=125e-x25 ; X≥0
Q: What is the expected expense of the machine being used 34 hours per week?
A: Regression line are used to predict the variable. It is calculated by the combined value of…
Q: What is the mean, standard deviation and variance of the time the subjects stayed balanced?
A: We have given that, The data of 8 females. The balance times data is, 34, 38, 29, 23, 33, 28, 32,…
Q: Suppose the relationship between Y and X is given by: Y = 25 - 3X + error What is the expected…
A: Suppose the relationship between Y and X is given by: Y = 25 - 3X + error
Q: What is the Expected Population Error Rate?
A:
Q: When should the sample mean of return be used instead of expected rate of return
A: The expected rate of return is the amount which is expected by the investor after investment. It can…
Q: How do you illustrate a normal random variable?
A: How do you illustrate a normal random variable?
Q: Why Confidence Intervals Work?
A: Confidence Interval: Confidence interval is the interval estimate of the population parameter. It is…
Q: Explain Confidence Intervals for Predicted Effects?
A:
Q: What is regression toward the mean, and how can it influence our interpretation of events?
A: Regression is a statistical measure, which measures the relationship between the means of dependent…
Q: What is the moment generating function of the sample mean?
A: Mgf (i)Sample mean=x⏞=Σxin=x1+x2+..+xn10…
Q: Explain in general terms the relationship that exists between the Poisson and exponential…
A:
Q: What does the variance of a random variable measure? What is the standard deviation of a continuous…
A: Variance of a random variable measures how far a set of (random) numbers are spread out from their…
Q: what is its distribution, its mean and its variance?
A:
Q: c. Why will the standard deviation not be a good measure of risk when returns are negatively skewed?
A: It is an important part of statistics. It is widely used.
Q: difference between
A: Type I error A Type I error means rejecting the null hypothesis when it’s actually true. It means…
Q: What is the expected average increase in charitable donations given a ten thousand dollar increase…
A:
Q: expected
A: Here given, An Insurance company sells a 1-year term life insurance policy to an 76-year-old woman.…
Q: An insurance policy to cover damages on a uhaul truck for duration of rental is $900. Based on…
A: Given: Insurance policy cover damages of rental is = $900 The average repair cost is = $1100 Numbers…
Q: How has your knowledge and understanding of statistics grown over the past few months? Have you…
A: Statistics:
Q: What is the mean, variance and Standard Deviation?
A:
Q: Explain one actual application of a discrete probability distribution or a poisson distribution in…
A:
Q: What is the expected value and variance of flight time?
A: Given that x~u (120 ,140 ) Find Expected value =? Variance =?
Q: How do you determine the mean annual return?
A: The mean of any given data is nothing but the average of the data.Let X1, X2 , X ,....., Xn are n…
Q: The normal PROBABILITY plot is supposed to show a straight line if your data have a normal…
A: Normal probability plot: It can be used to determine the small sets of data come from a normal…
Q: What is the 40th percentile of wait times for customers calling the help line?
A: Here given Amount of time customer wait is exponentially distributed with mean 7.5 minutes
Q: What is the difference between a normal and binomial distribution?
A: Statistics uses normal distributions more often than binomial distributions most of the time.…
Q: Why is it that the normal distribution is the most useful probability distribution?
A: Solution-: We want to get the reason why is it that the normal distribution is the most useful…
Q: What is the range of the distribution? What is the value of the variance of the data set? What is…
A: We have to calculate the range, variance and SD of given dataset. Range = Maximum - minimum And SD…
Q: Is this a binomial distribution? Explain.
A: Here use basic rule of binomial
Q: What does the Empirical Rule say? Can you use the Empirical Rule for ALL probabilities in a normal…
A: 1. What does the Empirical Rule say? 2. Can you use the Empirical Rule for ALL probabilities in a…
Q: Suppose the relationship between Y and X is given by: Y = 30 - 25X + error What is the expected…
A:
Q: Explain if the Income and Wealth carry the expected sign.
A: Consumption Expenditure is the money spent by people on household activities i.e. buying goods and…
Q: Are the observed frequencies variables? What about the expected frequencies? Explain your answers.
A: Chi-square Distribution: If X ~ N(0,1) then X2 is known as chi-square variate. If X ~ N(µ,σ2) then z…
Q: What happens to the graph of the normal curve as the mean increases?
A: The graph of the normal curve as the mean increases.
Q: a. What is the expected weekly demand for the alarm clock radio? b. What is the variance and…
A: The provided information is x (weekly demand) Probability p(x) x*p(x) x2*p(x) 0 0.05 0 0 1…
Q: What is the expected value of X?
A: x 0 1 2 total y 0 0.13 0.08 0.22 0.43 1 0.16 0.14 0.03 0.33 2 0.07 0.04…
Q: What is the difference between random variation and assignable variation?
A:
Q: What is the relation between probability and normal distribution?
A: The normal distribution is a continuous probability distribution. The normal distribution also known…
Q: How do you interpret a negative likelihood ratio?
A:
Q: What is the mean and variance of a variable that follows the binomial distribution?
A: Let X be the random variable follows binomial distribution. X ~ Binomial (n, p)
Q: How do you find standard deviation?
A: There are two types of standard deviation. 1)Sample standard deviation 2)Population standard…
Q: What is the relationship between the standard deviation and variance?
A:
Contingency Table
A contingency table can be defined as the visual representation of the relationship between two or more categorical variables that can be evaluated and registered. It is a categorical version of the scatterplot, which is used to investigate the linear relationship between two variables. A contingency table is indeed a type of frequency distribution table that displays two variables at the same time.
Binomial Distribution
Binomial is an algebraic expression of the sum or the difference of two terms. Before knowing about binomial distribution, we must know about the binomial theorem.
The real income suddenly drops by one dollar. What is the expected effect on monthly consumption?
Step by step
Solved in 2 steps with 1 images
- Question #4. US Universities found that 72% of people are concerned about the possibility that their personal records could be stolen over the Internet. If a random sample of 300 college students at a Midwestern university were taken and 228 of them were concerned about the possibility that their personal records could be stolen over the Internet, could you conclude at the 0.025 level of significance that a higher proportion of the university's college students are concerned about Internet theft than the public at large? Report the p-value for this test. Z0.025 = 1.96Question 4It is believed that the mean rental price of properties in area 2 is higher than that in area 1. A sample of 300 properties in area1 and 250 properties in area 2 are collected. An independent samples t-test is used to compare the mean rental price of two areas. Table 3 displays the independent samples t-test output. Table 3: Output of an independent sample t-test Area 1 Area 2Mean 194.93 240.84Variance 652.50 2773.19Observations 300 250Hypothesized Mean Difference 0.00df 345.00t Stat -12.60P(T<=t) one-tail 0.001t Critical one-tail 1.65P(T<=t) two-tail 0.002t Critical two-tail 1.97 1) Give appropriate null and alternative hypotheses.Null hypothesis H 0 Alternative hypothesis H 1 2) Find the p value for this test.3) The alpha level is set at 0.05, what decision should be made about the hypotheses. Give evidence for your choice.question 4 Chen et al. (2000) examined the foraging behaviour of northern elephant seals (Mirounga angustirostris) that breed along the west coast of Mexico and the USA. They attached platform satellite transmitter terminals (PTTs) to 22 male seals and recorded, for each seal, the distance (km) to its main feeding area offshore and the amount of time (days) it spent at the feeding area. The results are presented below: What two null hypotheses are being tested with the output shown above? What statistical conclusions would you draw about these hypotheses? Complete the regression equation by filling in the blanks (to the nearest 3 decimal places). duration = + * distance What is one biological interpretation of this relationship between duration and distance ? What % of the variation in duration at main feeding area was explained by distance to feeding area?
- Question# 4: French Biscuit Manufacturer (FBM), produces two types of biscuits (i) double chocolate biscuits and (ii) tea time biscuits in two separate manufacturing units. They are interested in expanding the manufacturing units (one by one) because there is a demand in the market but facing a difficulty to decide which manufacturing unit should expand first. Company officials decided that the expansion decision was based upon monthly demand. FBM official consults you and requests to give your valuable suggestion which will be helpful for final decision. you analyzed the following normally distributed data: Monthly Sale of Biscuits Double Chocolate 8551 6314 5259 8138 8429 4807 8025 6845 6478 7513 9125 4894 9106 8775 10070 7845 6229 8459 10542 4196 Tea Time 10247 6601 7404 8919 9255 8404 6304 7803 11474 9131 13345 8118 6713 7439 10957 12098 9134 7535 10316 8125 Kindly provide the…Question # 4 French Biscuit Manufacturer (FBM), produces two types of biscuits (i) double chocolate biscuits and (ii) tea time biscuits in two separate manufacturing units. They are interested in expanding the manufacturing units (one by one) because there is a demand in the market but facing a difficulty to decide which manufacturing unit should expand first. Company officials decided that the expansion decision was based upon monthly demand. FBM official consults you and requests to give your valuable suggestion which will be helpful for final decision. you analyzed the following normally distributed data: Monthly Sale of Biscuits Double Chocolate 8551 6314 5259 8138 8429 4807 8025 6845 6478 7513 9125 4894 9106 8775 10070 7845 6229 8459 10542 4196 Tea Time 10247 6601 7404 8919 9255 8404 6304 7803…Question # 4 French Biscuit Manufacturer (FBM), produces two types of biscuits (i) double chocolate biscuits and (ii) tea time biscuits in two separate manufacturing units. They are interested in expanding the manufacturing units (one by one) because there is a demand in the market but facing a difficulty to decide which manufacturing unit should expand first. Company officials decided that the expansion decision was based upon monthly demand. FBM official consults you and requests to give your valuable suggestion which will be helpful for final decision. you analyzed the following normally distributed data: Monthly Sale of Biscuits Double Chocolate 8551 6314 5259 8138 8429 4807 8025 6845 6478 7513 9125 4894 9106 8775 10070 7845 6229 8459 10542 4196 Tea Time 10247 6601 7404 8919 9255 8404 6304 7803 11474 9131 13345 8118 6713 7439 10957 12098 9134 7535…
- Question# 4: French Biscuit Manufacturer (FBM), produces two types of biscuits (i) double chocolate biscuits and (ii) tea time biscuits in two separate manufacturing units. They are interested in expanding the manufacturing units (one by one) because there is a demand in the market but facing a difficulty to decide which manufacturing unit should expand first. Company officials decided that the expansion decision was based upon monthly demand. FBM official consults you and requests to give your valuable suggestion which will be helpful for final decision. you analyzed the following normally distributed data: Monthly Sale of Biscuits Double Chocolate 8551 6314 5259 8138 8429 4807 8025 6845 6478 7513 9125 4894 9106 8775 10070 7845 6229 8459 10542 4196 Tea Time 10247 6601 7404 8919 9255 8404 6304 7803 11474 9131 13345 8118 6713 7439 10957 12098 9134 7535 10316 8125 NEED BELOW PENDING…QUESTION 12 Historically, the proportion of people who trade in their old car to a car dealer when purchasing a new car is 48%. Over the previous 6 months, in a sample of 115 new-car buyers, 46 have traded in their old car. To determine (at the 10% level of significance) whether the proportion of new-car buyers that trade in their old car has statistically significantly decreased, what can you conclude concerning the null hypothesis? Reject the null hypothesis Fail to reject the null hypothesisQUESTION 19 To study whether the students at a university are more or less satisfied with the current food service compared to the previous food service, a sample of 90 current students is taken and finds that 37 are satisfied with the current food service. A similar survey was taken for the previous food service in which 89 students surveyed found that 40 were satisfied with the previous food service. When testing the hypothesis (at the 5% level of significance) a higher percentage of students were satisfied with the previous food service than with the current food service, what is the test statistic? (please round your answer to 2 decimal places)
- Question 02 There is a claim that drink driving has been very common in high ways. The Highway Police randomly caught 300 drivers for breath alcohol test and found that 14% of drivers have breath alcohol over the legal limit. At 4% level of significance, use the p-value approach to test the hypothesis that the percentage of drivers who are drink driving is more than 10%.Question 3A comparison of two protective methods against corrosion yielded the following maximumdepth of pit(in thousand of an inch) in pieces of similar metals subjected to the respectivetreatments.Method I 68 75 69 75 70 69 72Method II 61 65 57 63 58At α = 1% use the Wilcoxon rank sum test to test the null hypothesis that the twomethods have identical medians against the alternative hypothesis that the median arenot equal.Suppose we want to predict job performance of Chevy mechanics based on mechanical aptitude test scores. Job Performance Mechanical Aptitude 1 40 2 45 1 38 3 50 2 48 3 55 3 53 4 55 4 58 3 40 5 55 3 48 3 45 2 55 4 60 5 60 5 60 5 65 4 50 3 58 6 60 3 45 Test at 0.05 level of significance. Assuming data is normal. Use 2 decimal places. Pick one method to be used: Chi-Square Test Mann Whitney U Test Spearman Rank and Friedman Test Mc Nemar’s Test for Correlated Proportions Kendall’s Coefficient of Concordance W Kolmogorov-Smirnov Test Multiple Regression After picking one method to be used, answer the following: What test method to be used: R: Coefficient of Determination: Slope of the line: Y intercept: