Which of the following are assumptions underlying the use of most parametric tests (based on the normal distribution)?
a. The data should be (at least) interval level.
b. All of the above.
c. The data should be normally distributed.
d. The samples being tested should have approximately equal variances.
Which of the following are assumptions underlying the use of most parametric tests (based on the...
7. Assumptions underlying repeated-measures ANOVA Which of the following are assumptions underlying repeated-measures ANOVA? Check all that apply. The populations from which the samples were taken are normally distributed The population variances for each of the treatment groups (cells) differ.The population variances for each of the groups (cells) are equal. The values of the repeated variables are constant.
ess OY Parametric methods require mere restrictive assumptions about the level of data measurement and assumptions about the form of the probability distribution of the population. more fewer Determine whether the following statements are true or false. False Statement If a statistical method can be used with ordinal data, it is most likely a nonparametric method. Most parametric statistical methods require the use of ordinal data. One consideration in deciding whether to use parametric or nonparametric methods is whether O...
a)
BHMT protein Blood samples from 268 ferrets (above left) will be used to determine the concentration of liver 2 25 enzyme in blood, an indicator of dietary stress. You are asked to summarize the findings by calculating the confidence intervals of both the mean and the variance in BHMT concentrations. Which sampling distributions (of the ones shown) above would you use and why? Mean in the middle because the sampling distribution closely resembles the data, variance on the right...
Many science-based projects have a few assumptions that are based on future events and their results. Thus, the concept of probability is used to estimate the future outcomes of the events. a) Value at Risk, or VaR for short, is a statistical concept that is usually based on properties of normal distribution and signifies what level of financial risk a company is potentially exposed to. Explore this concept and explain how normal distribution is used to calculate the VaR. b)...
The use of MSw in Fisher’s protected t tests is based on the assumption that: all of the populations have the same variance. all of the samples have the same size. all of the populations have the same mean. all assumptions are correct.
Which of the following is not one of the least squares assumptions used in Stock and Watson to show that the OLS estimators are unbiased and consistent and have approximately a normal distribution in large samples? 1) large outliers are unlikely 2) the error term is homoskedastic, i.e., Var(ui ∣ X=x) does not depend on x 3) the sample (Xi,Yi),i=1,…,n constitutes an i.i.d. random sample from the population joint distribution of X and Y 4) the conditional mean of the...
Please select the correct answer for each part, 1 through 4. Thank you! Part 1 What assumptions need to be satisfied in order to perform ANOVA? Select all that apply. a) The observations from each group (or treatment or population) should adhere to approximately normal distributions. b) The variances (or standard deviations) of the groups (or treatments or populations) should be the same. c) The samples must be simple random samples, and independent of each other. d) The sample sizes...
If all assumptions necessary to use each of the following tests are satisfied, which is the best test to use in a study involving two independent samples? Sign Test Wilcoxon Signed Rank Test Mann-Whitney (Rank Sum) Test hoependent sampes totes Die Low
Question: For all hypothesis tests, be sure to include information for all 7 steps. For any two-sample or p... For all hypothesis tests, be sure to include information for all 7 steps. For any two-sample or paired t-tests that you perform, in Step 6, show the decision rule based on BOTH the critical value and the p-value. Use the online app for the t-distribution to compute your p-values. 1. Cortisol level determinations were made on two samples of women at...
A researcher wants to test if there is an association between
the type of cardboard box (four different types) and its
compression strength. Six boxes of each type were tested to see how
much compression was needed in order to crush the box.
(a) What will be the distribution of the statistic needed to get
the p-value for a test of this type?
F6,24
F3,23
F3,20
?215
?224
?
(b) The researcher collects the data and obtains the
side-by-side boxplots...