Develop an estimated multiple linear regression model that could be used to predict the alumni giving rate using the graduation, % of Classes Under 20, and Student/Faculty Ratio as independent variables. Discuss your findings.SchoolSFRLT20GT50GRADFRRGIVEArizona State2442%16%59%81%8%Arkansas State—Jonesboro1949%4%37%69%11%Auburn1824%17%66%87%31%Air Force874%0.10%81%88%11% Military Academy895%0%86%92%28% Akron2039%6%35%69%15%Arizona2035%17%60%79%5%Arkansas1828%18%58%83%23%Ball State 1834%12%57%78%11%Baylor 1449%9%71%85%14%Boise State 2133%11%27%67%8%Boston College1447%6%91%96%27%Bowling Green State 1933%7%61%75%8%BYU2146%12%78%84%17%SUNY1636%21%67%88%9%Alabama1946%16%67%85%34%Central Michigan2232%11%54%78%8%Clemson 1651%13%76%91%28%Colorado State1834%19%64%83%7%Berkley1762%15%91%97%12%Cincinnati1738%11%56%84%11%Boulder1838%16%68%84%8%Fresno2018%10%49%83%4%Duke 871%6%94%97%36%East Carolina 1733%14%57%78%5%Eastern Michigan 1839%5%38%72%3%Florida Atlantic2127%15%42%77%4%Florida International2823%22%46%81%6%Florida State2235%16%74%90%19%Connecticut1844%17%81%93%17%Florida2141%16%84%96%15%Georgia IoT1940%23%80%93%28%Georgia State2014%16%48%83%6%Georgia1935%12%82%94%14%Hawaii1445%10%50%78%8%Houston2328%22%46%79%13%Indiana1934%18%71%90%16%Iowa State1730%20%70%85%15%Kansas State2149%11%60%79%19%Kent State2045%8%50%76%4%Idaho1845%10%55%78%11%Illinois—Urbana-Champaign1634%21%84%94%13%Iowa1649%12%70%84%12%Kansas2042%12%61%79%18%Kentucky1830%16%58%80%12%Louisiana State—Baton Rouge2234%19%61%85%14%Louisiana Tech University2248%9%49%73%13%University of Louisiana—Lafayette2330%7%40%74%7%University of Louisiana—Monroe1830%13%30%72%5%University of Louisville1825%12%49%78%12%Marshall University2038%4%44%71%10%Miami University—Oxford1732%12%80%89%16%Michigan State University1623%21%77%91%14%Middle Tennessee State University2132%7%45%81%6%Mississippi State University2038%14%58%83%17%University of Maryland—College Park1835%16%81%94%10%University of Massachusetts—Amherst1945%17%69%87%11%University of Memphis1536%11%40%76%6%University of Miami1153%7%80%90%17%University of Michigan—Ann Arbor1548%16%90%96%15%University of Minnesota—Twin Cities2138%19%70%89%13%University of Missouri2047%15%69%85%16%New Mexico State University2045%10%45%76%6%North Carolina State University—Raleigh1830%20%71%90%11%Northern Illinois University1744%12%56%75%6%Northwestern University775%6%94%97%30%United States Naval Academy956%0.10%89%97%21%University of Nebraska—Lincoln2038%14%64%84%22%University of Nevada—Reno2733%16%50%78%9%University of New Mexico2240%14%44%78%7%University of North Carolina—Chapel Hill1437%13%90%97%22%University of North Texas2329%20%48%76%5%University of Notre Dame1255%10%96%98%41%Ohio State University—Columbus1932%20%78%93%15%Ohio University1942%11%65%80%8%Oklahoma State University1939%12%59%79%15%Oregon State University2536%20%60%82%12%University of Mississippi1846%13%59%80%13%University of Oklahoma1741%11%64%83%19%University of Oregon2037%17%68%84%13%Pennsylvania State University—University Park1739%15%85%93%21%Purdue University—West Lafayette1437%17%69%87%19%Rice University669%8%92%97%32%Rutgers, the State University of New Jersey—New Brunswick1541%20%77%91%10%San Diego State University2122%24%66%83%2%San Jose State University2525%9%44%82%2%Southern Methodist University1258%8%74%89%19%Stanford University670%13%95%98%34%University of Pittsburgh1442%18%78%92%13%University of South Alabama2242%8%37%68%2%University of South Carolina1938%11%68%87%17%University of South Florida2823%16%51%86%15%University of Southern Mississippi1843%11%47%74%13%Syracuse University1661%9%82%91%17%Temple University1933%8%65%87%8%Texas A&M University—College Station1921%23%79%92%21%Texas Christian University1340%8%74%86%18%Texas State University—San Marcos1919%19%55%78%5%Texas Tech University2322%24%63%82%15%Troy University2058%4%40%72%9%Tulane University1167%6%74%89%19%University of Tennessee1531%8%60%85%11%University of Texas—Austin1834%25%81%92%14%University of Toledo1934%31%45%68%5%University of Alabama—Birmingham1739%15%41%79%13%University of California—Los Angeles1652%22%90%97%13%University of Central Florida3128%23%63%86%16%University of Nevada—Las Vegas2225%18%41%76%5%University of Southern California963%11%89%97%39%University of Texas—San Antonio2324%23%26%58%5%University of Tulsa1170%1%65%88%22%University of Utah1542%17%57%83%11%Utah State University1932%18%56%74%8%University of Virginia1652%16%93%97%22%University of Washington1233%21%80%93%15%University of Wyoming1442%10%53%73%10%Vanderbilt University864%9%91%97%23%Virginia Tech1725%21%80%92%15%Wake Forest University1154%3%89%94%29%Washington State University1537%22%69%83%13%West Virginia University2332%19%59%80%12%Western Kentucky University1943%6%49%73%13%Western Michigan University1936%11%52%74%10%

SUMMARY OUTPUT Regression Statistics Multiple R…

Answered: Develop an estimated multiple linear…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

See similar textbooks

Related questions

Concept explainers

Question

Develop an estimated multiple linear regression model that could be used to predict the alumni giving rate using the graduation, % of Classes Under 20, and Student/Faculty Ratio as independent variables. Discuss your findings.

School	SFR	LT20	GT50	GRAD	FRR	GIVE
Arizona State	24	42%	16%	59%	81%	8%
Arkansas State—Jonesboro	19	49%	4%	37%	69%	11%
Auburn	18	24%	17%	66%	87%	31%
Air Force	8	74%	0.10%	81%	88%	11%
Military Academy	8	95%	0%	86%	92%	28%
Akron	20	39%	6%	35%	69%	15%
Arizona	20	35%	17%	60%	79%	5%
Arkansas	18	28%	18%	58%	83%	23%
Ball State	18	34%	12%	57%	78%	11%
Baylor	14	49%	9%	71%	85%	14%
Boise State	21	33%	11%	27%	67%	8%
Boston College	14	47%	6%	91%	96%	27%
Bowling Green State	19	33%	7%	61%	75%	8%
BYU	21	46%	12%	78%	84%	17%
SUNY	16	36%	21%	67%	88%	9%
Alabama	19	46%	16%	67%	85%	34%
Central Michigan	22	32%	11%	54%	78%	8%
Clemson	16	51%	13%	76%	91%	28%
Colorado State	18	34%	19%	64%	83%	7%
Berkley	17	62%	15%	91%	97%	12%
Cincinnati	17	38%	11%	56%	84%	11%
Boulder	18	38%	16%	68%	84%	8%
Fresno	20	18%	10%	49%	83%	4%
Duke	8	71%	6%	94%	97%	36%
East Carolina	17	33%	14%	57%	78%	5%
Eastern Michigan	18	39%	5%	38%	72%	3%
Florida Atlantic	21	27%	15%	42%	77%	4%
Florida International	28	23%	22%	46%	81%	6%
Florida State	22	35%	16%	74%	90%	19%
Connecticut	18	44%	17%	81%	93%	17%
Florida	21	41%	16%	84%	96%	15%
Georgia IoT	19	40%	23%	80%	93%	28%
Georgia State	20	14%	16%	48%	83%	6%
Georgia	19	35%	12%	82%	94%	14%
Hawaii	14	45%	10%	50%	78%	8%
Houston	23	28%	22%	46%	79%	13%
Indiana	19	34%	18%	71%	90%	16%
Iowa State	17	30%	20%	70%	85%	15%
Kansas State	21	49%	11%	60%	79%	19%
Kent State	20	45%	8%	50%	76%	4%
Idaho	18	45%	10%	55%	78%	11%
Illinois—Urbana-Champaign	16	34%	21%	84%	94%	13%
Iowa	16	49%	12%	70%	84%	12%
Kansas	20	42%	12%	61%	79%	18%
Kentucky	18	30%	16%	58%	80%	12%
Louisiana State—Baton Rouge	22	34%	19%	61%	85%	14%
Louisiana Tech University	22	48%	9%	49%	73%	13%
University of Louisiana—Lafayette	23	30%	7%	40%	74%	7%
University of Louisiana—Monroe	18	30%	13%	30%	72%	5%
University of Louisville	18	25%	12%	49%	78%	12%
Marshall University	20	38%	4%	44%	71%	10%
Miami University—Oxford	17	32%	12%	80%	89%	16%
Michigan State University	16	23%	21%	77%	91%	14%
Middle Tennessee State University	21	32%	7%	45%	81%	6%
Mississippi State University	20	38%	14%	58%	83%	17%
University of Maryland—College Park	18	35%	16%	81%	94%	10%
University of Massachusetts—Amherst	19	45%	17%	69%	87%	11%
University of Memphis	15	36%	11%	40%	76%	6%
University of Miami	11	53%	7%	80%	90%	17%
University of Michigan—Ann Arbor	15	48%	16%	90%	96%	15%
University of Minnesota—Twin Cities	21	38%	19%	70%	89%	13%
University of Missouri	20	47%	15%	69%	85%	16%
New Mexico State University	20	45%	10%	45%	76%	6%
North Carolina State University—Raleigh	18	30%	20%	71%	90%	11%
Northern Illinois University	17	44%	12%	56%	75%	6%
Northwestern University	7	75%	6%	94%	97%	30%
United States Naval Academy	9	56%	0.10%	89%	97%	21%
University of Nebraska—Lincoln	20	38%	14%	64%	84%	22%
University of Nevada—Reno	27	33%	16%	50%	78%	9%
University of New Mexico	22	40%	14%	44%	78%	7%
University of North Carolina—Chapel Hill	14	37%	13%	90%	97%	22%
University of North Texas	23	29%	20%	48%	76%	5%
University of Notre Dame	12	55%	10%	96%	98%	41%
Ohio State University—Columbus	19	32%	20%	78%	93%	15%
Ohio University	19	42%	11%	65%	80%	8%
Oklahoma State University	19	39%	12%	59%	79%	15%
Oregon State University	25	36%	20%	60%	82%	12%
University of Mississippi	18	46%	13%	59%	80%	13%
University of Oklahoma	17	41%	11%	64%	83%	19%
University of Oregon	20	37%	17%	68%	84%	13%
Pennsylvania State University—University Park	17	39%	15%	85%	93%	21%
Purdue University—West Lafayette	14	37%	17%	69%	87%	19%
Rice University	6	69%	8%	92%	97%	32%
Rutgers, the State University of New Jersey—New Brunswick	15	41%	20%	77%	91%	10%
San Diego State University	21	22%	24%	66%	83%	2%
San Jose State University	25	25%	9%	44%	82%	2%
Southern Methodist University	12	58%	8%	74%	89%	19%
Stanford University	6	70%	13%	95%	98%	34%
University of Pittsburgh	14	42%	18%	78%	92%	13%
University of South Alabama	22	42%	8%	37%	68%	2%
University of South Carolina	19	38%	11%	68%	87%	17%
University of South Florida	28	23%	16%	51%	86%	15%
University of Southern Mississippi	18	43%	11%	47%	74%	13%
Syracuse University	16	61%	9%	82%	91%	17%
Temple University	19	33%	8%	65%	87%	8%
Texas A&M University—College Station	19	21%	23%	79%	92%	21%
Texas Christian University	13	40%	8%	74%	86%	18%
Texas State University—San Marcos	19	19%	19%	55%	78%	5%
Texas Tech University	23	22%	24%	63%	82%	15%
Troy University	20	58%	4%	40%	72%	9%
Tulane University	11	67%	6%	74%	89%	19%
University of Tennessee	15	31%	8%	60%	85%	11%
University of Texas—Austin	18	34%	25%	81%	92%	14%
University of Toledo	19	34%	31%	45%	68%	5%
University of Alabama—Birmingham	17	39%	15%	41%	79%	13%
University of California—Los Angeles	16	52%	22%	90%	97%	13%
University of Central Florida	31	28%	23%	63%	86%	16%
University of Nevada—Las Vegas	22	25%	18%	41%	76%	5%
University of Southern California	9	63%	11%	89%	97%	39%
University of Texas—San Antonio	23	24%	23%	26%	58%	5%
University of Tulsa	11	70%	1%	65%	88%	22%
University of Utah	15	42%	17%	57%	83%	11%
Utah State University	19	32%	18%	56%	74%	8%
University of Virginia	16	52%	16%	93%	97%	22%
University of Washington	12	33%	21%	80%	93%	15%
University of Wyoming	14	42%	10%	53%	73%	10%
Vanderbilt University	8	64%	9%	91%	97%	23%
Virginia Tech	17	25%	21%	80%	92%	15%
Wake Forest University	11	54%	3%	89%	94%	29%
Washington State University	15	37%	22%	69%	83%	13%
West Virginia University	23	32%	19%	59%	80%	12%
Western Kentucky University	19	43%	6%	49%	73%	13%
Western Michigan University	19	36%	11%	52%	74%	10%

Expert Solution

Trending now

This is a popular solution!

Step by step

Solved in 3 steps

SEE SOLUTION Check out a sample Q&A here

Follow-up Questions

Read through expert solutions to related follow-up questions below.

Follow-up Question

Develop an estimated multiple linear regression model that could be used to predict the alumni giving rate using Graduation Rate, % of Classes Under 20, and Student/Faculty Ratio as independent variables. Discuss your findings.

Solution

by Bartleby Expert

SEE SOLUTION

Knowledge Booster

$Correlation, Regression, and Association$

Learn more about

Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.