VHA Model Review
A regression model is used by the Office of the Secretary of Defense (OSD) to predict median rents so as to find variable housing allowance (VHA) as a supplement to Basic Allowance for Quarters (BAQ). These allowances are made for service members in the continental United States. It is this model th...
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creator | Williams, Michele L |
description | A regression model is used by the Office of the Secretary of Defense (OSD) to predict median rents so as to find variable housing allowance (VHA) as a supplement to Basic Allowance for Quarters (BAQ). These allowances are made for service members in the continental United States. It is this model that is reviewed in this theses. Median rental data taken from the annual VHA survey are used to test this model. From this analysis, the model indicates lack of fit, invalid assumptions and perhaps not even a 'resonable' approach. A more sensible approach is used to propose two other regression models. These models are a Weighted Regression Model which, like the current model, predicts medians; and an Analysis of Covariance model which predicts or analyzes the mean rent. More reasonable predictions of median and mean rent are indicated by these two models respectively. (KR) |
format | Report |
fullrecord | <record><control><sourceid>dtic_1RU</sourceid><recordid>TN_cdi_dtic_stinet_ADA229023</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>ADA229023</sourcerecordid><originalsourceid>FETCH-dtic_stinet_ADA2290233</originalsourceid><addsrcrecordid>eNrjZBAI83BU8M1PSc1RCEoty0wt52FgTUvMKU7lhdLcDDJuriHOHropJZnJ8cUlmXmpJfGOLo5GRpYGRsbGBKQBMbIbmQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>report</recordtype></control><display><type>report</type><title>VHA Model Review</title><source>DTIC Technical Reports</source><creator>Williams, Michele L</creator><creatorcontrib>Williams, Michele L ; NAVAL POSTGRADUATE SCHOOL MONTEREY CA</creatorcontrib><description>A regression model is used by the Office of the Secretary of Defense (OSD) to predict median rents so as to find variable housing allowance (VHA) as a supplement to Basic Allowance for Quarters (BAQ). These allowances are made for service members in the continental United States. It is this model that is reviewed in this theses. Median rental data taken from the annual VHA survey are used to test this model. From this analysis, the model indicates lack of fit, invalid assumptions and perhaps not even a 'resonable' approach. A more sensible approach is used to propose two other regression models. These models are a Weighted Regression Model which, like the current model, predicts medians; and an Analysis of Covariance model which predicts or analyzes the mean rent. More reasonable predictions of median and mean rent are indicated by these two models respectively. (KR)</description><language>eng</language><subject>COVARIANCE ; FAMILY MEMBERS ; HOUSING(DWELLINGS) ; LEASING ; LEAST SQUARES METHOD ; MATHEMATICAL MODELS ; MEAN ; MILITARY PERSONNEL ; REGRESSION ANALYSIS ; Statistics and Probability ; Structural Engineering and Building Technology ; THESES ; UNITED STATES ; VARIABLES ; VHA(VARIABLE HOUSING ALLOWANCES) ; WEIGHTING FUNCTIONS</subject><creationdate>1990</creationdate><rights>Approved for public release; distribution is unlimited.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,776,881,27544,27545</link.rule.ids><linktorsrc>$$Uhttps://apps.dtic.mil/sti/citations/ADA229023$$EView_record_in_DTIC$$FView_record_in_$$GDTIC$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Williams, Michele L</creatorcontrib><creatorcontrib>NAVAL POSTGRADUATE SCHOOL MONTEREY CA</creatorcontrib><title>VHA Model Review</title><description>A regression model is used by the Office of the Secretary of Defense (OSD) to predict median rents so as to find variable housing allowance (VHA) as a supplement to Basic Allowance for Quarters (BAQ). These allowances are made for service members in the continental United States. It is this model that is reviewed in this theses. Median rental data taken from the annual VHA survey are used to test this model. From this analysis, the model indicates lack of fit, invalid assumptions and perhaps not even a 'resonable' approach. A more sensible approach is used to propose two other regression models. These models are a Weighted Regression Model which, like the current model, predicts medians; and an Analysis of Covariance model which predicts or analyzes the mean rent. More reasonable predictions of median and mean rent are indicated by these two models respectively. (KR)</description><subject>COVARIANCE</subject><subject>FAMILY MEMBERS</subject><subject>HOUSING(DWELLINGS)</subject><subject>LEASING</subject><subject>LEAST SQUARES METHOD</subject><subject>MATHEMATICAL MODELS</subject><subject>MEAN</subject><subject>MILITARY PERSONNEL</subject><subject>REGRESSION ANALYSIS</subject><subject>Statistics and Probability</subject><subject>Structural Engineering and Building Technology</subject><subject>THESES</subject><subject>UNITED STATES</subject><subject>VARIABLES</subject><subject>VHA(VARIABLE HOUSING ALLOWANCES)</subject><subject>WEIGHTING FUNCTIONS</subject><fulltext>true</fulltext><rsrctype>report</rsrctype><creationdate>1990</creationdate><recordtype>report</recordtype><sourceid>1RU</sourceid><recordid>eNrjZBAI83BU8M1PSc1RCEoty0wt52FgTUvMKU7lhdLcDDJuriHOHropJZnJ8cUlmXmpJfGOLo5GRpYGRsbGBKQBMbIbmQ</recordid><startdate>199003</startdate><enddate>199003</enddate><creator>Williams, Michele L</creator><scope>1RU</scope><scope>BHM</scope></search><sort><creationdate>199003</creationdate><title>VHA Model Review</title><author>Williams, Michele L</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-dtic_stinet_ADA2290233</frbrgroupid><rsrctype>reports</rsrctype><prefilter>reports</prefilter><language>eng</language><creationdate>1990</creationdate><topic>COVARIANCE</topic><topic>FAMILY MEMBERS</topic><topic>HOUSING(DWELLINGS)</topic><topic>LEASING</topic><topic>LEAST SQUARES METHOD</topic><topic>MATHEMATICAL MODELS</topic><topic>MEAN</topic><topic>MILITARY PERSONNEL</topic><topic>REGRESSION ANALYSIS</topic><topic>Statistics and Probability</topic><topic>Structural Engineering and Building Technology</topic><topic>THESES</topic><topic>UNITED STATES</topic><topic>VARIABLES</topic><topic>VHA(VARIABLE HOUSING ALLOWANCES)</topic><topic>WEIGHTING FUNCTIONS</topic><toplevel>online_resources</toplevel><creatorcontrib>Williams, Michele L</creatorcontrib><creatorcontrib>NAVAL POSTGRADUATE SCHOOL MONTEREY CA</creatorcontrib><collection>DTIC Technical Reports</collection><collection>DTIC STINET</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Williams, Michele L</au><aucorp>NAVAL POSTGRADUATE SCHOOL MONTEREY CA</aucorp><format>book</format><genre>unknown</genre><ristype>RPRT</ristype><btitle>VHA Model Review</btitle><date>1990-03</date><risdate>1990</risdate><abstract>A regression model is used by the Office of the Secretary of Defense (OSD) to predict median rents so as to find variable housing allowance (VHA) as a supplement to Basic Allowance for Quarters (BAQ). These allowances are made for service members in the continental United States. It is this model that is reviewed in this theses. Median rental data taken from the annual VHA survey are used to test this model. From this analysis, the model indicates lack of fit, invalid assumptions and perhaps not even a 'resonable' approach. A more sensible approach is used to propose two other regression models. These models are a Weighted Regression Model which, like the current model, predicts medians; and an Analysis of Covariance model which predicts or analyzes the mean rent. More reasonable predictions of median and mean rent are indicated by these two models respectively. (KR)</abstract><oa>free_for_read</oa></addata></record> |
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source | DTIC Technical Reports |
subjects | COVARIANCE FAMILY MEMBERS HOUSING(DWELLINGS) LEASING LEAST SQUARES METHOD MATHEMATICAL MODELS MEAN MILITARY PERSONNEL REGRESSION ANALYSIS Statistics and Probability Structural Engineering and Building Technology THESES UNITED STATES VARIABLES VHA(VARIABLE HOUSING ALLOWANCES) WEIGHTING FUNCTIONS |
title | VHA Model Review |
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