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- Estimation_statistics abstract "In statistical practice, estimation is a data analysis framework that uses a combination of effect sizes, confidence intervals, precision planning and meta-analysis to plan experiments, analyze data and interpret results. Estimation statistics is distinct from estimation theory both in mathematical focus and scientific uses: estimation theory is widely used in signal processing, while estimation statistics are used in psychology, medical research, life sciences and a wide range of other experimental sciences.In frequentist methodologies, it is distinct from null hypothesis significance testing and the two methods are considered by some statisticians to be in competition. Proponents argue that estimation is much more usefully informative.The primary aim of estimation methods is to estimate the size of an effect and report an effect size along with its confidence intervals, the latter of which is related to the precision of the estimate. Estimation at its core involves analyzing data to obtain a point estimate (an effect size calculated from data used as estimate of the population effect size) and an interval estimate that summarizes a range of likely values of the underlying population effect. Proponents of estimation see reporting a p-value as either a secondary task or an unhelpful distraction from the important business of reporting an effect size with its confidence intervals.Despite estimation statistics having been recommended as preferred over significance testing by biomedical statistics textbooks for several decades, much of biomedical research still relies on hypothesis testing.".
- Estimation_statistics wikiPageExternalLink kenneth-rothman.
- Estimation_statistics wikiPageID "40703875".
- Estimation_statistics wikiPageRevisionID "604180602".
- Estimation_statistics subject Category:Data_analysis.
- Estimation_statistics subject Category:Statistics.
- Estimation_statistics comment "In statistical practice, estimation is a data analysis framework that uses a combination of effect sizes, confidence intervals, precision planning and meta-analysis to plan experiments, analyze data and interpret results.".
- Estimation_statistics label "Estimation statistics".
- Estimation_statistics sameAs m.0yxzpbn.
- Estimation_statistics sameAs Q17011021.
- Estimation_statistics sameAs Q17011021.
- Estimation_statistics wasDerivedFrom Estimation_statistics?oldid=604180602.
- Estimation_statistics isPrimaryTopicOf Estimation_statistics.