教師資料查詢 | 類別: 期刊論文 | 教師: 張紘炬 Horng-jinh Chang (瀏覽個人網頁)

標題:Applying Computer Simulation to Analyze the Normal Approximation of Binomial Distribution
學年106
學期1
出版(發表)日期2017/10/31
作品名稱Applying Computer Simulation to Analyze the Normal Approximation of Binomial Distribution
作品名稱(其他語言)
著者Horng-Jinh Chang; Ming-Chen Lee
單位
出版者
著錄名稱、卷期、頁數Journal of Computers 28(5), p.116-131
摘要Many statistical analyses were implicitly based on the normal distribution, and as a consequence, researchers would need to adopt the central limit theorem to perform the subsequent data analysis. When applying the central limit theorem, the sample size should be 30 or above in order to have the sampling distribution of sample means to be approximated to the normal distribution. Chang et al. (2006 and 2008) showed that when applying the central limit theorem, the sample size should vary depending on the probability distribution type. As a result, the present study examined if the sample size suggested by many textbooks for using the central
limit theorem is appropriate. This study uses computer simulation on approximation of the binomial distribution to the normal distribution. It is to explore the minimum sample size required for a binomial distribution to approximate the normal distribution and be replaced by the normal distribution.
關鍵字binomial distribution;computer simulation;data analyzing;normal distribution
語言英文
ISSN
期刊性質國內
收錄於EI;
產學合作
通訊作者Ming-Chen Lee
審稿制度
國別中華民國
公開徵稿
出版型式,電子版
相關連結
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