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Titlebook: Applied Nonparametric Statistical Methods; Peter Sprent Book 1989 P. Sprent 1989 correlation.estimator.linear regression.median.random var

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发表于 2025-3-21 17:10:10 | 显示全部楼层 |阅读模式
期刊全称Applied Nonparametric Statistical Methods
影响因子2023Peter Sprent
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图书封面Titlebook: Applied Nonparametric Statistical Methods;  Peter Sprent Book 1989 P. Sprent 1989 correlation.estimator.linear regression.median.random var
影响因子This book is a practical introduction to statistical techniques called nonpara­ metric methods. Using examples, we explain assumptions and demonstrate procedures; theory is kept to a minimum. We show how basic problems are tackled and try to clear up common misapprehensions so as to help both students of statistics meeting the methods for the first time and workers in other fields faced with data needing simple but informative analysis. An analogy between experimenters and car drivers describes our aim. Statistical analyses may be done by following a set of rules without understanding their logical basis, but this has dangers. It is like driving a car with no inkling ofhow the internal combustion engine, the gears, the ignition system, the brakes actually work. Understanding the rudiments helps one get better performance and makesdrivingsafer;appropriate gearchanges become a way to reduce engine stress, prolong engine life, improve fuel economy, minimize wear on brake linings. Knowing how to change the engine oil or replace worn sparking plugs is notessential for adriver, but it will reduce costs. Learning such basics will not make one a fully fledged mechanic, even less an automot
Pindex Book 1989
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发表于 2025-3-21 23:15:58 | 显示全部楼层
https://doi.org/10.1007/978-3-662-41394-4 in most applied science). We can, however, indicate the principles by numerically trivial examples that demonstrate the rationale of each approach. The experimenter who is not a statistical expert should be aware these methods exist; he or she may then seek a statistician’s advice about their application to particular problems.
发表于 2025-3-22 00:47:31 | 显示全部楼层
emonstrate procedures; theory is kept to a minimum. We show how basic problems are tackled and try to clear up common misapprehensions so as to help both students of statistics meeting the methods for the first time and workers in other fields faced with data needing simple but informative analysis.
发表于 2025-3-22 04:57:42 | 显示全部楼层
Three or more samples,e find relevant nonparametric techniques closely parallel analysis of variance methods — particularly in computational aspects. The test procedures, especially for moderately large samples, will involve normal approximations and are often based on the .-distribution or the chi-squared distribution (see Section A5).
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Entwicklung der chemischen Krystallographient samples, or (ii) two or more related samples. In this and the next chapter we limit discussion to two samples, dealing in this one with paired samples, a special class of related samples for which many problems reduce to a single-sample equivalent.
发表于 2025-3-23 02:34:28 | 显示全部楼层
Entwicklung der chemischen Krystallographietribution to the analysis of variance and the .-distribution (related because .. with . degrees of freedom has an .-distribution with 1, . degrees of freedom). Wilcoxon type tests are nonparametric analogues of .-based procedures for the one- or two-sample case. Extending to three or more samples, w
发表于 2025-3-23 06:31:52 | 显示全部楼层
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