ブートストラップ推定法による相関係数の信頼区間(非正規な場合)

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(198)

(199) . !. "# $% ൡࠗၾ Ϸ ૞ှߊ‫ۼ‬ ıįĲ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ ıįĶ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ Ĳ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ ĵ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ ĺ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ ĳĶ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵. ţŰŰŵĮŵġ༹ ıįıĳĶ ıįĺĸĶ ĮĴįĶĵĹĺ Ĳįıĵĺĸ ĴįıĺıĹ ıįıĲĸĲ ĮĲĸįĶĺķĺ ĲįıĲĴĸ ĮıįĸıĴĸ ĲįĲıķĵ ıįĵĶĴĺ ıįĺĳĺĲ ıįıĸĺĵ ıįııĺĹ ıįĳĸĵĲ ıįĺıĵĸ ıįķıĶĸ ıįĺĵĺĹ ıįķĲĲĵ ıįĺıĹı ıįıĴĹĴ ıįııķĵ ıįĵķĸı ıįĹĺĳĳ ıįķĹıĵ ıįĺĳĶĹ ıįķĺĸĴ ıįĹĹĺĺ ıįıĳıķ ıįııĶĴ ıįķĴĵĳ ıįĹĸķĸ ıįĸĴĹı ıįĺıĲĶ ıįĸĲĲķ ıįĹĹķĺ ıįıĲĶĹ ıįııĶĴ ıįķĶıı ıįĹĸĳĴ ıįĸĵĲĳ ıįĹĺĸĸ ıįĸĳıĳ ıįĹĹĵķ ıįıĲĲĺ ıįııĶĸ ıįķĹĲĳ ıįĹĸĳĶ ıįĸĵĹĺ ıįĹĺĺĲ. ţŰŰŵĮŵġĩŇŪŴũŦųĪ ıįıĳĶ ıįĺĸĶ ĮıįĸĹĳĶ ıįĺķĹĹ ıįĲķĶı ıįııĵĴ ĮıįĺĺĶĺ ıįĺĶĸķ ĮıįĴĶıĹ ıįĺĹıĺ ıįĵĲĺĲ ıįĺĲĸı ıįĲıĳĲ ıįııķĵ ıįĲķĳĵ ıįĺııĸ ıįķĲĲĹ ıįĺĴıĶ ıįķıĳı ıįĺıĳĳ ıįıĶıĺ ıįııĵĺ ıįĴĺĲĳ ıįĹĹĺĶ ıįķĹĳĳ ıįĺĲĳĺ ıįķĺķĲ ıįĹĹĸĸ ıįıĳĴĶ ıįııĵĸ ıįķĳĸĵ ıįĹĸĶĹ ıįĸĵĲı ıįĹĺĹĶ ıįĸĲĳĲ ıįĹĹĶı ıįıĲĸĵ ıįııĵĸ ıįķĵıı ıįĹĸĲĺ ıįĸĵĴķ ıįĹĺĵĹ ıįĸĳıĺ ıįĹĹĳĺ ıįıĲĳĲ ıįııĶĲ ıįķĹĵĴ ıįĹĸĲķ ıįĸĶıı ıįĹĺķĸ. ΩȜΓϋΗͼσ༹ ıįıĳĶ ıįĺĸĶ ıįķĴĴĺ ıįĺĹĸĲ ıįıĲĲĴ ıįııĶĴ ıįķıĹĶ ıįĺķĺĸ ıįķķıķ ıįĺĺķĹ ıįķĹĺĳ ıįĺĳķĹ ıįıĲĵĳ ıįııķĸ ıįķĵĵĵ ıįĺĲĳĺ ıįĸĳĵĶ ıįĺĵĸĸ ıįĸıĸķ ıįĺıĹĳ ıįıĲĵķ ıįııĵĴ ıįķķĵı ıįĹĺĸı ıįĸĴĹı ıįĺĲĹı ıįĸĳĵĴ ıįĹĹĺĹ ıįııĺĸ ıįııĵĵ ıįĸıĵĲ ıįĹĸĺķ ıįĸĵĶĶ ıįĺııĹ ıįĸĳĹĺ ıįĹĹķĶ ıįııĺĺ ıįııĵĴ ıįĸıĳĺ ıįĹĸĸĲ ıįĸĶĳĶ ıįĹĺĸĵ ıįĸĴĲĺ ıįĹĹĵĲ ıįııĹĵ ıįııĵĴ ıįĸııĸ ıįĹĸĵĵ ıįĸĵĸĺ ıįĹĺĵĴ.

(200)

(201) . . .

(202)

(203) . ൡࠗၾ Ϸ ૞ှߊ‫ۼ‬ ıįĲ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ ıįĶ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ Ĳ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ ĵ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ ĺ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵ ĳĶ ໹޳ ດ੔༊ओ ड઀౵ डఱ౵. ŃńŢġĩŪůŧŭŶŦůŤŦġŧįĪ ıįıĳĶ ıįĺĸĶ ıįĶĴĶĸ ıįĺĸĺı ıįıĳĺĺ ıįııķķ ıįĵĵĴĵ ıįĺĶĸķ ıįĶĺĳĶ ıįĺĺĳĸ ıįķĳĺĺ ıįĺĲıĲ ıįıĴĲĴ ıįııķĴ ıįĶĳķĶ ıįĹĺĸĺ ıįķĹĳĶ ıįĺĳĺı ıįķĸĳı ıįĹĺķı ıįıĴıı ıįııĵĳ ıįĶĹĶĸ ıįĹĹĴĸ ıįĸĳĳĲ ıįĺıĶĶ ıįĸĲıķ ıįĹĹĵĴ ıįıĲķĳ ıįııĵĳ ıįķĸĴĴ ıįĹĸĳĶ ıįĸĵĲĵ ıįĹĺĳĹ ıįĸĳıĶ ıįĹĹĳĺ ıįıĲĴķ ıįııĵĴ ıįķĸĳĸ ıįĹĸĴı ıįĸĵĵĳ ıįĹĺĵı ıįĸĳĶĹ ıįĹĹĲĵ ıįııĺĵ ıįııĶĴ ıįķĺĲı ıįĹĸıĲ ıįĸĵĶĹ ıįĹĺĵĴ. ŃńŢġĩūŢŤŬŬůŪŧŦĪ ıįıĳĶ ıįĺĸĶ ıįĶĴĳķ ıįĺĸĹĹ ıįıĴıĺ ıįııķķ ıįĵĴĳĲ ıįĺĶĸĴ ıįĶĺĲı ıįĺĺĳķ ıįķĳĸı ıįĺıĺķ ıįıĴıĹ ıįııķĳ ıįĶĳĺĳ ıįĹĺĸı ıįķĸĹĹ ıįĺĳĹĸ ıįķĸĲĲ ıįĹĺĶĸ ıįıĳĺĳ ıįııĵĳ ıįĶĹķĲ ıįĹĹĴĴ ıįĸĳĲĳ ıįĺıĵĲ ıįĸĲĲĴ ıįĹĹĵĵ ıįıĲĶĸ ıįııĵĳ ıįķĸķı ıįĹĸĳĹ ıįĸĵıĺ ıįĹĺĳĺ ıįĸĳĲĴ ıįĹĹĴĳ ıįıĲĴĳ ıįııĵĴ ıįķĸĶĸ ıįĹĸĴĳ ıįĸĵĵĴ ıįĹĺĵĸ ıįĸĳķĶ ıįĹĹĲĸ ıįııĺĳ ıįııĶĵ ıįķĺĵĳ ıįĹĸıĳ ıįĸĵķĹ ıįĹĺĶķ. łŃńġ༹ ıįıĳĶ ıįĺĸĶ ıįĶĵĳı ıįĺĹĸķ ıįıĲķĴ ıįııĹĲ ıįĶıĴĴ ıįĺķķĹ ıįĶĹĶĴ Ĳįııĸĺ ıįķĴĴĵ ıįĺĲıĳ ıįıĳĸĹ ıįııĶķ ıįĶķķĲ ıįĹĺĹı ıįķĹĹĴ ıįĺĳĸĲ ıįķĸĵĶ ıįĹĺķĶ ıįıĳķı ıįııĴĸ ıįĶĸĹı ıįĹĹĶĲ ıįĸĲĹĹ ıįĺıķĵ ıįĸĲĳĲ ıįĹĹĵĲ ıįıĲĶķ ıįııĴĸ ıįķĸĳĴ ıįĹĸĵĸ ıįĸĵĳĵ ıįĹĺĲĺ ıįĸĳıĵ ıįĹĹĳĺ ıįıĲĴĳ ıįııĴķ ıįķķĺĳ ıįĹĸĴķ ıįĸĵķĺ ıįĹĺıĲ ıįĸĳķĹ ıįĹĹıĺ ıįııĺĴ ıįııĵĴ ıįķĺĺĵ ıįĹĸıĲ ıįĸĶıĸ ıįĹĺĲĳ.

(204)

(205) . !. "# . .

(206) . Bootstrap calibration curve(alpha=25). . . . . . . DGVC. DGVC. . . . . . . Bootstrap calibration curve(alpha=9). . . . . . . . . . . . . Bootstrap calibration curve(alpha=4). Bootstrap calibration curve(alpha=1). DGVC . . . . DGVC. . . . C. . C. . . . . . . . . . . . . Bootstrap calibration curve(alpha=0.5). Bootstrap calibration curve(alpha=0.1). DGVC . . . . DGVC. . . . C. . C. . . . C. . . . . . C. . .

(207) .

(208)

(209) . .

(210)

(211) . .

(212). Bootstrap calibration curve(alpha=25). . . . . . . DGVC. DGVC. . . . . . . Bootstrap calibration curve(alpha=9). . . . . . . . . . . . . C. Bootstrap calibration curve(alpha=4). Bootstrap calibration curve(alpha=1). . . . . . . DGVC. DGVC. . . . . . . C. . . . . . . . . . . . . C. Bootstrap calibration curve(alpha=0.5). Bootstrap calibration curve(alpha=0.1). . . . . . . DGVC. DGVC. . . . . . . C. . . . C. . . . . . C. . .

(213)