RAND Research Topic: Statistical Analysis Methodology2017-03-16T21:56:46ZCopyright (c) 2017, The RAND CorporationRAND Corporationhttp://www.rand.org/topics/statistical-analysis-methodology.htmlToolkit for Weighting and Analysis of Nonequivalent Groups (TWANG)http://www.rand.org/statistics/twang.htmlMar 12, 2014Mar 12, 2014The Toolkit for Weighting and Analysis of Nonequivalent Groups, or TWANG, contains a set of functions to support causal modeling of observational data through the estimation and evaluation of propensity score weights. TWANG has been released as a package in R, and as downloadable macros for SAS users. The team has also released a series of tutorials intended to guide analysts using the toolkit for the first time.Examining the Presidential Election With a Different Kind of Pollhttp://www.rand.org/blog/2012/09/examining-the-presidential-election-with-a-different.htmlSep 7, 2012Sep 7, 2012RAND is introducing a new method of forecasting the outcomes of U.S. Presidential elections. Rather than repeatedly poll new random samples, this poll uses panel of 3,500 people who are asked the same questions every week. The results illustrate the effects of election season variables.Susan Paddock Named Fellow of the American Statistical Associationhttp://www.rand.org/blog/2013/07/paddock-named-fellow-of-the-american-statistical-association.htmlJul 1, 2013Jul 1, 2013The American Statistical Association named Susan Paddock as a 2013 ASA Fellow. She was honored for excellence in statistical applications to public policy research, for integrating innovative statistical methodology with substantive problems of national healthcare policy, and for noteworthy service to the profession. Economic Development Not the Only Influence on Personal Car Usehttp://www.rand.org/news/press/2014/07/18.htmlJul 18, 2014Jul 18, 2014Although countries with high levels of economic development generally have more personal automobile travel than less-affluent nations, income is not the only factor that determines a nation's demand for cars.Tool Created to Help Multinational Companies Assess Risk of Bribery When Doing Business in Foreign Countrieshttp://www.rand.org/news/press/2014/11/11.htmlNov 11, 2014Nov 11, 2014Corruption can hinder global business investment -- particularly in emerging markets -- but multinational companies often have difficulty assessing the business bribery risk in other countries. A new tool, called the TRACE Matrix, can help.Introduction to Matrix Analysishttp://www.rand.org/pubs/commercial_books/CB142.htmlJan 1, 1995Jan 1, 1995Written in lucid, concise terms, this volume covers all the key aspects of matrix analysis and presents a variety of fundamental methods.Games of Strategy: Theory and Applicationshttp://www.rand.org/pubs/commercial_books/CB149-1.htmlOct 8, 2007Oct 8, 2007<p>Classic work from 1961 discusses basic concepts of game theory and its applications for military, economic, and political problems, as well as its usefulness in decisionmaking in business, operations research, and behavioral science. </p>
Public Policy and Statistics: Case Studies from RANDhttp://www.rand.org/pubs/commercial_books/CB391.htmlJan 1, 2000Jan 1, 2000This casebook describes the varied analytical techniques and substantive applications that typify how statistical thinking has been applied at RAND over the past two decades.Some Significance Tests for the Median Which Are Valid Under Very General Conditionshttp://www.rand.org/pubs/external_publications/EP19490301.htmlMar 1, 1949Mar 1, 1949Order statistics are used to derive significance tests for the population median which are valid under very general conditions. These tests are approximately as powerful as the student t-test for small samples from a normal population. Also the application of a test requires very little computation. Thus the tests derived compare very favorably with the t-test for small sets of observations.On the Range-Midrange Test and Some Tests with Bounded Significance Levelshttp://www.rand.org/pubs/external_publications/EP19490601.htmlJun 1, 1949Jun 1, 1949This paper is divided into two parts. The significance tests investigated in Part I concern the population mean and are based on the quantity [(sample midrange)-(hypothetical mean)]/(sample range). The case in which the observations are a sample from a normal population is considered in detail. The tests investigated are summarized.Applications of Some Significance Tests for the Median Which Are Valid Under Very General Conditionshttp://www.rand.org/pubs/external_publications/EP19490901.htmlJan 9, 1949Jan 9, 1949Order statistics were used to derive some tests for population median which have significance levels either exact or bounded under general conditions.Large-sample Tests and Confidence Intervals for Mortality Rateshttp://www.rand.org/pubs/external_publications/EP19500601.htmlJan 1, 1950Jan 1, 1950<p>A presentation of methods which determine some valid large sample tests and confidence intervals for the mortality rate.</p>A Large Sample T-Statistic Which Is Insensitive to Non-Randomnesshttp://www.rand.org/pubs/external_publications/EP19510301.htmlJan 1, 1951Jan 1, 1951<p>Most of the well known significance tests and confidence intervals for the population mean are based on the assumption of a random sample. This paper considers how the significance levels and confidence coefficients of the commonly used class of tests and intervals based on the standard Student t-statistic are changed when the random sample requirement is violated and the number of observations is large.</p>The Logical Principles of a New Kind of Binary Counterhttp://www.rand.org/pubs/external_publications/EP19531001.htmlJan 1, 1953Jan 1, 1953<p>In a shifting register or binary counter, there is a real logical requirement for a short term or temporary storage facility.</p>On a Generalization of Classical Probability Theory: Markoff Chainshttp://www.rand.org/pubs/external_publications/EP19531002.htmlJan 1, 1953Jan 1, 1953<p>The purpose of this paper is to present a further extension of the concept of a probability.</p>On the Order of Convergence of Solutions of a Difference Equation to a Solution of the Diffusion Equationhttp://www.rand.org/pubs/external_publications/EP19531201.htmlJan 1, 1953Jan 1, 1953<p>The authors treated a special differential equation with very simple boundary conditions and considered one of many possible difference equations. The results may give an indication of the kind of results to be expected with more complicated problems.</p>On the Convergence of a Solution of a Difference Equation to a Solution of the Equation of Diffusionhttp://www.rand.org/pubs/external_publications/EP19540201.htmlJan 1, 1954Jan 1, 1954<p>The authors investigate how solutions of a sequence of difference equations converge.</p>Calculation of the Resonant Properties of Electrical Cavitieshttp://www.rand.org/pubs/external_publications/EP19540301.htmlJan 1, 1954Jan 1, 1954<p>It is shown that the resonant properties of axially symmetric cavities can be calculated using data obtained on an analogous static system in an electrolytic tank.</p>Problem of Overlapping Lines in the Theory of Pressure Broadeninghttp://www.rand.org/pubs/external_publications/EP19580701.htmlJan 1, 1958Jan 1, 1958<p>The theory of pressure broadening is re-examined, in order to include the possibility of overlapping lines, which are a regular feature of pressure broadening in an ionized gas.</p>General Impact Theory of Pressure Broadeninghttp://www.rand.org/pubs/external_publications/EP19581101.htmlJan 1, 1958Jan 1, 1958<p>The work of two previous papers is extended and a theory of pressure broadening is developed which treats the perturbers quantum mechanically and allows for inelastic collisions, degeneracy, and overlapping lines. The impact approximation is used.</p>