Researcher test the usefulness (in months) of a Four different accounting systems A, B,C,D on tested on four companies, four different type platform and four different type of business. Test at (a) a=0.05 of the mean usefulness of the a)four different systems Type of Business BY 19 AB 16 D8 16 Ca 14 Flatform Αδ 45 Βα 48 Cy 41 DB 45 Da 44 C8 41 BB 51 Ay 46 св 46 Dy 46 Aa 45 B8 53 A,B,C,D systems, a, ß, y, 8 different companies
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- Consider a regression with two variables, in which X1i is the variable of interest and X2i is the control variable. The zero conditional mean assumption requires Group of answer choices E(ui|X1i) = E(ui|X2i) E(ui|X1i, X2i) = E(ui|X1i) E(ui|X1i, X2i) = 0 E(ui) = E(ui|X2i)Q A business researcher is investigating the relationship between certain personality characteristics of s business owners and the businesses' growth potential over the next five years. The researcher randon selects 15 small business owners, administers the "Speed and Impatience" (X) and "Job Involvement subscales of the Jenkins Activity Survey, and then determines the "Growth Potential (Z) for the businesses. The resulting data are as follows. Speed and Impatience Job Involvement Growth Potential Y Z 4 3 5 7 4 6 9 10 8 9 8 10 7 7 8 3 3 7 4 4 3 2 2 3 5 7 4 4 4 1 1 2 6 Without using SPSS, compute the following descriptive items. 1) The mean of the variable Speed and Impatience 2) The median of the variable growth potential 3) The quartiles Q1, Q2, Q3 and the IQR of the variable Speed and ImpatienceA) A multiple regression model was used in production the speed of a car based on several factors known to affect the speed. A graph of the residuals for the predicted values is presented below. i) Discuss the relevance of the graph shown below in relation to the normality of predicted values. 6.00000- 4.00000- 225 2.00000 00000- -2.00000- 424 164 226 227 O163 -4.00000- Standardized Residual (b) The diameter of iron rods issued in a high rising building pillars are under investigation. The diameter for Eleven rods were measured and the following results are obtained: Days 14.5 16.0 15.4 16.3 15.4 15.9 15.5 14.9 15.7 16.0 15.9 i. Determine The Interquartile range of the data ii. Determine a measure to describe the asymmetry of the data set.
- 3. A multiple regression model has more than one dependent variables • Exactly two independent variables • At least two independent variables None of the aboveFemale and Smoke are binary indicator variables ( 0 and 1). Age and Education is measured continuously in years. Loan Default is a binary indicator variable (0 = no default, 1=default). Are the predictor variables in Models A statistically significant at the 5% significance level? Carefully interpret the coefficients for Female and Education in Models A Generate a forecast from all 3 models when Age=10, Educ=10, Sex=1, Smoke=0 You are unsure if education has a linear effect on loan default. What are possible transformations you can do to check for non-linearity?How many independent variables entered in the overall model and was/were not able to enter? What is the coefficient of determination in the overall model?
- You are conducting a test of independence for the daim that there is an association between the row variable and the column variable. Red Blue Green Male 23 35 25 Female 23 13 60 What is the chi-square test-statistic and the corresponding p-value for this data? x² - [three decimal accuracy] p-value [three decimal accuracy]Exercise 2 An engineer analyses the presence (Yes-present, No- not present) of a specific terms in received messages (100 messages), to filter spams. These terms are: Donation, Ransom, Shows, Unsubscribe The analysis is based on the data shown below: Donation Ransom Shows Unsubscribe No Yes No Total No 10/20 Yes No Yes Yes 8/20 57/80 65/Л00 20/20 12/20 20 0/20 8/80 8/100 4/20 16/20 10/20 Spam Ham 80 71/80 91/100 23/80 35/100 79/80 14/80 66/80 1/80 5/100 100 Total 95/100 24/100 76/100 Suppose that you receive a new message that contains the terms Donation and Unsubscribe, but does not contain either Ransom or Shows. your opinion, this new message will be classified as spam or ham? (assume class conditional independence: P(An B/C) = P(A/C)P(B/C) and use conditional probability) InFifty states Here is a data set on various measures of the50 United States. The Murder rate is per 100,000, HSGraduation rate is in %, Income is per capita income indollars, Illiteracy rate is per 1000, and Life Expectancy isin years. Find a regression model for Life Expectancywith three predictor variables by trying all four of thepossible models.a) Which model appears to do the best?b) Would you leave all three predictors in this model?c) Does this model mean that by changing the levels ofthe predictors in this equation, we could affect lifeexpectancy in that state? Explain. d) Be sure to check the conditions for multiple regres-sion. What do you conclude?
- District Assessment of Topic / X K Scruz 00683 - G7M3 Topic A.pdf x b web.kamihq.com/web/viewer.html?state=%7B"ids"%3A%5B"1Fu-ewnjY8-E2hmPAR-e9hoqlfqx4hF4a"%5D%2C"action"%3.. C K E U-46 Links O History random - Soundtrap Imported O homework H Dashboard | Tinker. A Canton Middle Sch. Other bookmarks E Reading list Kami Student Edu O A 7th MATH - St.. SCruz 00683 - G7M3 Topic A.pdf 112% Submit So * Select Montserrat 18px 1.5pt : в I U A A O x, x2 Dictionary Read Aloud 3. Subtract: (4х + 7) — (18х — 2) A Markup 22x - 5 Comment ** T Text Box 18 - ÷ Equation Drawing Shapes Eraser 4. Write the expression below as a product of two factors. 9m + 15n - 6 Add Media Signature Page 1 /3 Sign out INTL 1 10:28Goals scored by two Football teams, France and Argentina, in last 5 years international matches are mentioned in the following Table 1: Number of Goals in match Number of Matches of FRANCE Number of matches of ARGENTINA 0 26 20 1 18 17 2 10 12 3 08 09 4 06 08 5 05 06 Table 1 Estimate the Coefficient of Variation of both teams. According to the results of (a), which team is more consistent?