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     <title>RAND Research Topic: Regression Analysis</title>
     <link rel="self" href="http://www.rand.org/topics/regression-analysis.xml"/>
     <updated>2012-05-24T14:57:34Z</updated>
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     <rights>Copyright (c) 2012, The RAND Corporation</rights>
     <author>
       <name>RAND Corporation</name>
     </author>
     <id>http://www.rand.org/topics/regression-analysis.html</id>
	 
 <entry>
   <title type="html">Development of a Prognostic Model for Six-Month Mortality in Older Adults with Declining Health</title>
   <id>http://www.rand.org/pubs/external_publications/EP20120057.html</id>
   <published>Mar 1, 2012</published>
   <updated>Mar 1, 2012</updated>
   <summary type="html">This study seeks to develop a new prognostic model, the Patient-Reported Outcome Mortality Prediction Tool (PROMPT), for six-month mortality in community-dwelling elderly patients.</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP20120057.html" />
   
 </entry>
 
 <entry>
   <title type="html">Evaluating the Gifted Program of an Urban School District: Using a Modified Regression Discontinuity Design</title>
   <id>http://www.rand.org/pubs/external_publications/EP201000153.html</id>
   <published>Aug 31, 2010</published>
   <updated>Aug 31, 2010</updated>
   <summary type="html">This paper examines the impact of a gifted program on retention in an urban school district using a regression discontinuity design.</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP201000153.html" />
   
 </entry>
 
 <entry>
   <title type="html">Power of Tests for a Dichotomous Independent Variable Measured with Error</title>
   <id>http://www.rand.org/pubs/external_publications/EP20080606.html</id>
   <published>Dec 31, 2007</published>
   <updated>Dec 31, 2007</updated>
   <summary type="html">&lt;p&gt;Examines implications for statistical power of using predicted probabilities for a dichotomous variable rather than the actual variable. Information loss from not observing actual values can be large. Direct substitution is easy and efficient.&lt;/p&gt;</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP20080606.html" />
   
 </entry>
 
 <entry>
   <title type="html">Population Constraints on Pooled Surveys in Demographic Hazard Modeling</title>
   <id>http://www.rand.org/pubs/external_publications/EP20081015.html</id>
   <published>Dec 31, 2007</published>
   <updated>Dec 31, 2007</updated>
   <summary type="html">&lt;p&gt;In non-experimental research, data on the same population process may be collected simultaneously by more than one instrument.&lt;/p&gt;</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP20081015.html" />
   
 </entry>
 
 <entry>
   <title type="html">A Simple Identification Proof for a Mixture of Two Univariate Normal Distributions</title>
   <id>http://www.rand.org/pubs/external_publications/EP20080621.html</id>
   <published>Dec 31, 2007</published>
   <updated>Dec 31, 2007</updated>
   <summary type="html">&lt;p&gt;A simple proof of the identification of a mixture of two univariate normal distributions is given.&lt;/p&gt;</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP20080621.html" />
   
 </entry>
 
 <entry>
   <title type="html">Medicare Capitation Model, Functional Status, and Multiple Comorbidities: Model Accuracy</title>
   <id>http://www.rand.org/pubs/external_publications/EP20081017.html</id>
   <published>Dec 31, 2007</published>
   <updated>Dec 31, 2007</updated>
   <summary type="html">&lt;p&gt;Examines financial implications of the Centers for Medicare &amp;amp; Medicaid Services Hierarchical Condition Categories risk-adjustment model on Medicare payments for individuals with comorbid chronic conditions. Some payments were underpredicted.&lt;/p&gt;</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP20081017.html" />
   
 </entry>
 
 <entry>
   <title type="html">The Sample Selection Model from a Method of Moments Perspective</title>
   <id>http://www.rand.org/pubs/external_publications/EP20070117.html</id>
   <published>Dec 31, 2006</published>
   <updated>Dec 31, 2006</updated>
   <summary type="html">&lt;p&gt;It is shown how the usual two-step estimator for the standard sample selection model can be seen as a method of moments estimator. Furthermore, it is shown that from the MM formulation, it is straightforward to derive various specification tests, in particular tests for selection bias, equivalence with the censored regression model, normality, homoskedasticity, and exogeneity.&lt;/p&gt;</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP20070117.html" />
   
 </entry>
 
 <entry>
   <title type="html">Imputation of SF-12 Health Scores for Respondents with Partially Missing Data</title>
   <id>http://www.rand.org/pubs/external_publications/EP20050603.html</id>
   <published>Dec 31, 2004</published>
   <updated>Dec 31, 2004</updated>
   <summary type="html">&lt;p&gt;Missing SF-12 items are prevalent and lead to reduced analytical power. Regression-based multi-pattern imputation using the available SF-12 items is efficient and can produce good estimates of the scores.&lt;/p&gt;</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP20050603.html" />
   
 </entry>
 
 <entry>
   <title type="html">Improving Care for Minorities: Can Quality Improvement Interventions Improve Care and Outcomes for Depressed Minorities? Results of a Randomized, Controlled Trial</title>
   <id>http://www.rand.org/pubs/external_publications/EP20030411.html</id>
   <published>Dec 31, 2002</published>
   <updated>Dec 31, 2002</updated>
   <summary type="html">&lt;p&gt;Quality improvement programs appear to improve quality of care without increasing disparities, and may offer an approach to reduce health disparities.&lt;/p&gt;</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP20030411.html" />
   
 </entry>
 
 <entry>
   <title type="html">Effect of the Variable Reenlistment Bonus on Reenlistment Rates: Empirical Results for FY 1971</title>
   <id>http://www.rand.org/pubs/reports/R1502.html</id>
   <published>Dec 31, 1974</published>
   <updated>Dec 31, 1974</updated>
   <summary type="html">A preliminary study affirming that the VRB is an effective policy tool for increasing first-term reenlistment rates. </summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/reports/R1502.html" />
   
 </entry>
 
 <entry>
   <title type="html">The Analysts&apos; Bookshelf: Publications of The RAND Corporation</title>
   <id>http://www.rand.org/pubs/external_publications/EP19560601.html</id>
   <published>Dec 31, 1955</published>
   <updated>Dec 31, 1955</updated>
   <summary type="html">&lt;p&gt;The purpose of this note is to indicate the general nature of the RAND Corporations unclassified operations research output and to point out where it can be examined.&lt;/p&gt;</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/pubs/external_publications/EP19560601.html" />
   
 </entry>
 
 <entry>
   <title type="html">James R. Broyles</title>
   <id>http://www.rand.org/about/people/b/broyles_james_r.html</id>
   <published></published>
   <updated></updated>
   <summary type="html">&lt;em&gt;Associate Operations Researcher&lt;/em&gt;&lt;br&gt;Ph.D. in industrial engineering, Arizona State University; B.S. in industrial engineering, Arizona State University</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/about/people/b/broyles_james_r.html" />
   
 </entry>
 
 <entry>
   <title type="html">Eileen Hlavka</title>
   <id>http://www.rand.org/about/people/h/hlavka_eileen.html</id>
   <published></published>
   <updated></updated>
   <summary type="html">&lt;em&gt;Assistant Policy Analyst&lt;/em&gt;&lt;br&gt;M.Phil. (Ph.D. candidate) in policy analysis, Pardee RAND Graduate School; B.A. in mathematics/political science, Reed College</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/about/people/h/hlavka_eileen.html" />
   
 </entry>
 
 <entry>
   <title type="html">Andres Villaveces</title>
   <id>http://www.rand.org/about/people/v/villaveces_andres.html</id>
   <published></published>
   <updated></updated>
   <summary type="html">&lt;em&gt;Behavioral/Soc Sci, Full&lt;/em&gt;&lt;br&gt;Ph.D. in epidemiology, University of Washington; M.P.H. in international health/ behavioral sciences, Emory University; M.D., Universidad del Bosque</summary>
   <link rel="alternate" type="text/xhtml" hreflang="en" title="Read More" href="http://www.rand.org/about/people/v/villaveces_andres.html" />
   
 </entry>
 
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