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A nonprofit analyst seeks to determine which variables should be used to predict nonprofit charitable commitment, a nonprofit organization commitment to its charitable purpose. Two independent variables under consideration are Revenue, a measurement of total revenue, in billions of dollars, as a measure of nonprofit size X₁ and Efficiency, a measurement of the percent of private donations remaining after fundraising expenses as a measure of nonprofit fundraising efficiency X₂. The dependent variable Y is Commitment, a measurement of the percent of total expenses that are allocated directly to charitable services. Both variables X₂ and Y are encoded as percents. Data are collected from a random sample of 97 nonprofit organizations, with the results provided in the accompanying table. Complete parts (a) through (c) below. to increase by %. (Round to the nearest integer as needed.) OC. The slopes b₂ cannot be interpreted individually. c. What conclusions can you reach concerning nonprofit charitable commitment? OA. The model uses efficiency to predict nonprofit charitable commitment. The revenue only affects the efficiency directly. OB. The model uses both revenue and efficiency to predict nonprofit charitable commitment. OC. The model uses revenue to predict nonprofit charitable commitment. The efficiency only affects the revenue directly. O D. The nonprofit charitable commitment can be predicted using either revenue or efficiency, but not both.

A nonprofit analyst seeks to determine which variables should be used to predict nonprofit charitable commitment, a nonprofit organization commitment to its charitable purpose. Two independent variables under consideration are Revenue, a measurement of total revenue, in billions of dollars, as a measure of nonprofit size X₁ and Efficiency, a measurement of the percent of private donations remaining after fundraising expenses as a measure of nonprofit fundraising efficiency X₂. The dependent variable Y is Commitment, a measurement of the percent of total expenses that are allocated directly to charitable services. Both variables X₂ and Y are encoded as percents. Data are collected from a random sample of 97 nonprofit organizations, with the results provided in the accompanying table. Complete parts (a) through (c) below. to increase by %. (Round to the nearest integer as needed.) OC. The slopes b₂ cannot be interpreted individually. c. What conclusions can you reach concerning nonprofit charitable commitment? OA. The model uses efficiency to predict nonprofit charitable commitment. The revenue only affects the efficiency directly. OB. The model uses both revenue and efficiency to predict nonprofit charitable commitment. OC. The model uses revenue to predict nonprofit charitable commitment. The efficiency only affects the revenue directly. O D. The nonprofit charitable commitment can be predicted using either revenue or efficiency, but not both.

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter10: Statistics
Section10.6: Summarizing Categorical Data
Problem 30PPS
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Table of results Variable Intercept Revenue Efficiency Coefficients 11.680464 0.6999226 0.8029396 Print Standard Error 7.132097 0.321328 0.077201 T Statistic 1.64 2.18 10.40 Done p-Value 0.1048 0.0319 <0.0001 X ons of dollars, as a measure of nonp sure of nonprofit fundraising efficienc haritable services. Both variables X₂ d in the accompanying table. Comple
Transcribed Image Text:Table of results Variable Intercept Revenue Efficiency Coefficients 11.680464 0.6999226 0.8029396 Print Standard Error 7.132097 0.321328 0.077201 T Statistic 1.64 2.18 10.40 Done p-Value 0.1048 0.0319 <0.0001 X ons of dollars, as a measure of nonp sure of nonprofit fundraising efficienc haritable services. Both variables X₂ d in the accompanying table. Comple
A nonprofit analyst seeks to determine which variables should be used to predict nonprofit charitable commitment, a nonprofit organization commitment to its charitable purpose. Two independent variables under consideration are Revenue, a measurement of total revenue, in billions of dollars, as a measure of nonprofit size X₁ and Efficiency, a measurement of the percent of private donations remaining after fundraising expenses as a measure of nonprofit fundraising efficiency X₂. The dependent variable Y is Commitment, a measurement of the percent of total expenses that are allocated directly to charitable services. Both variables X₂ and Y are encoded as percents. Data are collected from a random sample of 97 nonprofit organizations, with the results provided in the accompanying table. Complete parts (a) through (c) below. to increase by %. (Round to the nearest integer as needed.) O C. The slopes b2 cannot be interpreted individually. c. What conclusions can you reach concerning nonprofit charitable commitment? O A. The model uses efficiency to predict nonprofit charitable commitment. The revenue only affects the efficiency directly. O B. The model uses both revenue and efficiency to predict nonprofit charitable commitment. O C. The model uses revenue to predict nonprofit charitable commitment. The efficiency only affects the revenue directly. O D. The nonprofit charitable commitment can be predicted using either revenue or efficiency, but not both.
Transcribed Image Text:A nonprofit analyst seeks to determine which variables should be used to predict nonprofit charitable commitment, a nonprofit organization commitment to its charitable purpose. Two independent variables under consideration are Revenue, a measurement of total revenue, in billions of dollars, as a measure of nonprofit size X₁ and Efficiency, a measurement of the percent of private donations remaining after fundraising expenses as a measure of nonprofit fundraising efficiency X₂. The dependent variable Y is Commitment, a measurement of the percent of total expenses that are allocated directly to charitable services. Both variables X₂ and Y are encoded as percents. Data are collected from a random sample of 97 nonprofit organizations, with the results provided in the accompanying table. Complete parts (a) through (c) below. to increase by %. (Round to the nearest integer as needed.) O C. The slopes b2 cannot be interpreted individually. c. What conclusions can you reach concerning nonprofit charitable commitment? O A. The model uses efficiency to predict nonprofit charitable commitment. The revenue only affects the efficiency directly. O B. The model uses both revenue and efficiency to predict nonprofit charitable commitment. O C. The model uses revenue to predict nonprofit charitable commitment. The efficiency only affects the revenue directly. O D. The nonprofit charitable commitment can be predicted using either revenue or efficiency, but not both.
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