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This statistical analysis app for at most ten pairs of data in terms of linear regression analysis or logistic regression analysis. Not only parameters but also regression line with 95% confidence intervals are presented.

1. Linear regression anlaysis.
Regression formula is presented. R2, 95% confidence intervals, with p-values are calculated.

2. Logistic regression analysis.
Regression formula is presented. Likelihood ratio index (R2), coefficients with p-values, Likelihood Ratio Statistic (= Deviance) with p-value, Residual Deviance are calculated.
The upper and lower 95% CI for referral, calculated by using least square method applying for logit function.

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1. 一次回帰解析
y=ax+b を求めます。グラフは95%信頼区間も表示します。相関係数 R2 、直線の傾き、y切片を、p値と95%信頼区間付きで表示します。

2. ロジスティック回帰解析
y=1/(1+e^(-a+bx)) を求めます。最尤法を用いて、定数 a と回帰係数 b とを標準偏差値と検定解析付きで、尤度比検定 Deviance を検定解析付きで、Residual Deviance と Likelihood ratio index (R2) とを表示します。グラフは95%信頼区間も表示しますが、これは参考のために、ロジット関数に最小二乗法を用いてから変換したものです。

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updated

Yasunari Miyagi, MDのアプリ一覧