The Bootstrap and Multiple Imputations
Harnessing Increased Computing Power for Improved Statistical Tests
Dados Bibliográficos
| ID | 4029809 |
|---|---|
| Autores | David Brownstone (University of California, Irvine, California.), Robert G Valletta (Federal Reserve Bank of San Francisco), Robert Valletta (Federal Reserve Bank of San Francisco, San Francisco, California.) |
| Ano | 2001 |
| Volume | 15 |
| Fascículo | 4 |
| Páginas | 129-141 |
| Data de publicação | 2001-11-01 |
| Peer Reviewed | Sim |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | The Journal of Economic Perspectives (JOURNAL) |
| Identificadores do periódico | ISSN: 0895-3309 • E-ISSN: 1944-7965 |
| Editora | American Economic Association (PUBLISHER • US) |
| DOI | 10.1257/jep.15.4.129 |
| OpenAlex | W2111886299 |
| Idioma | EN |
| Citações recebidas | 19 |
| Referências citadas | 24 |
The bootstrap and multiple imputations are two techniques that can enhance the accuracy of estimated confidence bands and critical values. Although they are computationally intensive, relying on repeated sampling from empirical data sets and associated estimates, modern computing power enables their application in a wide and growing number of econometric settings. We provide an intuitive overview of how to apply these techniques, referring to existing theoretical literature and various applied examples to illustrate both their possibilities and their pitfalls
Confidence interval · Data mining · Econometric model · Econometrics · Machine learning · Statistics · Computer Science · Financial Risk and Volatility Modeling · Mathematics · Statistical Methods and Bayesian Inference · Statistical Methods and Inference
Closing the Achievement Gap through Modification of Neurocognitive and Neuroendocrine Function
Some Practical Guidance for the Implementation of Propensity Score Matching
Exploring Creative Tourism Based on the Cultural and Creative Cities (C3) Index and Using Bootstrap Confidence Intervals
Who Wants What?
Child growth faltering dynamics in food insecure districts in rural Ethiopia
Reevaluating the evidence on seasonality in housing market match quality
The Overlap Between Teen Dating Violent Offending and Violent Victimization
Measuring the incentives to learn in Colombia using new quantile regression approaches
Why Are Black‐Owned Businesses Less Successful than White‐Owned Businesses? The Role of Families, Inheritances, and Business Human Capital
Bootstrap-Based Improvements for Inference with Clustered Errors
The Native-Immigrant Income Gap among the Self-Employed in Sweden
Analysing the profitability of the Spanish fleet after the anchovy moratorium using bootstrap techniques
A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption
Estimating the long-run effects of socioeconomic and meteorological factors on the domestic tourism demand for Galicia (Spain)
Length of Hospital Stays Among Obese Individuals
Matching Donors and Nonprofits
The (Agri-)Cultural origins of obesity
Families, Human Capital, and Small Business
Employer Willingness to Permit Phased Retirement
The Jackknife, the Bootstrap and Other Resampling Plans
An Introduction to the Bootstrap
Evidence on the Validity of Cross-Sectional and Longitudinal Labor Market Data
Bootstrap Methods
Maximum Likelihood Estimation of Misspecified Models
A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
Multiple Imputation for Nonresponse in Surveys
The Extent of Measurement Error in Longitudinal Earnings Data
Efficient Estimation With Panel Data When Instruments Are Predetermined
Small-sample Confidence Intervals for Impulse Response Functions
Modeling Earnings Measurement Error
| Obras citantes distintas | 19 |
|---|---|
| Citações por ano | 0,86 |
| Intervalo de citações | 2004 - 2022 (19) |
| Velocidade de citação | historical |
| Altamente citado | Não |
| Tipos de citação | Neutras: 19 |