Regression Analysis
In statistical modeling, regression analysis is a set of statistical processes for estimating the relationships between a dependent variable (often called the 'outcome variable') and one or more independent variables (often called 'predictors', 'covariates', or 'features'). The most common form of regression analysis is linear regression, in which a researcher finds the line (or a more complex linear combination) that most closely fits the data according to a specific mathematical criterion. For example, the method of ordinary least squares computes the unique line (or hyperplane) that minimizes the sum of squared differences between the true data and that line (or …
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Australian Human Rights Commission · 1 November 2024 English
This report compiles insights from extensive consultations with First Nations communities across Australia to inform a National Anti-Racism Framework. Highlighting the prevalence of systemic racism, the report addresses racism in …
of racism. Statistical techniques such as regression analysis, factor analysis, and cluster analysis were …
CPC: ESRC Centre for Population Change · 31 October 2024 English
• Expectations of future LTC and knowledge of the funding system are independently associated with financial planning activities, reflecting that low expectations of LTC and lack of knowledge of the …
Figure 2. For the bivariate and logistic regression analysis a summary variable was created to measure …
Urban Institute · 31 October 2024 English
Medicare Advantage (MA) has grown rapidly in the past decade, from about a third of Medicare enrollment in 2015 to over half in 2024. The growth of MA has important …
quadratic function, and so in the multivariate regression analysis that follows, we include both the 2017 MA … summary statistics for variables used in the regression analysis. The mean change in MA share (dependent …
ADB: Asian Development Bank · 31 October 2024 English
The inaugural Asia-Pacific Climate Report offers an overview of the region’s evolving climate landscape, up-to-date public perceptions, and key areas for policy responses.
finance. Using a difference-in-differences regression analysis, economies that adopt climate laws see steady …
World Bank Group · 31 October 2024 English
This brief is developed as part of a series and provides an overview of the empirical evidence on the impacts of regulatory and worker protection interventions related to digital work …
multivariable and instrumental variable regression analysis, they found the expansion of UI potentially …
World Bank Group · 29 October 2024 English
In this report, we update and extend the methodology developed for the previous CWON 2021 report to assess the economic value of non-wood ecosystem services from forests (Siikamäki et al. …
Estimation Methods 19 3.2.1 Meta-Regression Analysis 22 3.2.2 Machine Learning 22 … Estimation Results 39 5.1.1 Meta-Regression Analysis 39 5.1.2 Machine Learning Models … A5.1 General approach 158 A5.2 Meta-regression analysis 160 A5.3 Machine learning algorithms … TABLE A7.1: Regression analysis for recreational services 183 TABLE A7.2: Regression analysis for habitat … A7.3: Regression analysis for non-wood forest products (NWFP) 187 TABLE A7.4: Regression analysis for …
World Bank Group · 25 October 2024 English
This paper studies how credit guarantee and employment protection programs interact in assisting firms during crises times. The paper analyzes how these government programs influence credit allocation, indebtedness, and risk …
relevant observables to perform the main regression analysis including a measure of default risk. This … for other firms and is essential for the regression analysis we perform. The fourth sample starts from …
NBER: National Bureau of Economic Research · 25 October 2024 English
We characterize the distribution of suburban homeowners’ preferences for housing unit density. To measure welfare changes under counterfactual increases in density, we first construct a novel house-level measure of exposure …
at these borders. Second, for the hedonic regression analysis we further restrict the ∆DRI border areas …
NBER: National Bureau of Economic Research · 25 October 2024 English
We analyse the importance of climate-related investment using a large economy-wide survey of UK firms. Over half of firms expect climate change to have a positive impact on their investment …
slope in 2021 is around 0.4, and further regression analysis confirms the difference between these coefficients …
NBER: National Bureau of Economic Research · 25 October 2024 English
This research analyzes the implementation of a school suspension ban in Maryland to investigate whether a top-down state-initiated ban on suspensions in early primary grades can influence school behavior regarding …
Interrupted Time Series Results For regression analysis, we make two restrictions in the analytic …