每个因变量 分别做箱图 茎-叶图直方图 多个因变量 在一个箱图 中显示 Boxplots Descriptive Continue F Factor levels together Stem-and-leaf Cancel C Dependents together V Histogram H 正态分布QQ图十 Normality plots with t Spread vs Level with Levene Test C None 方差齐性的力度估计一pwe rC Transformed Power: Natural log C Untransformed 数据转换 数据转换方式方差齐性检验及分布水平散点图
每个因变量 分别做箱图 多个因变量 在一个箱图 中显示 茎-叶图 直方图 正态分布Q-Q图 方差齐性检验及分布-水平散点图 方差齐性的力度估计 数据转换 数据转换方式
描述性统计指标 Desaripti 性别 标准误 空腹血清胰岛女 283.622422.8944 素样生长因子-1 95% Confidence Lower Bound 237.8991 Interval for Mean Upper Bound 5% Trimmed mean 265.6581 229.2000 Variance 34594.21 Std. Deviatio 1859952 53.71 Maximum 931.1 Interquart ile Range 224.7725 Skewness 1.548 295 Kurtosis 2.942 582 2335008154535 5% Confidence Lower bound 202.7589 264.2428 5%Trimmed Mean 217.8517 1899600 19821.26 140.7880 Maximum 822.9 Interquart Skewness 1832 Kurtosis 4.241 523
Descriptives 283.6224 22.8944 237.8991 329.3458 265.6581 229.2000 34594.21 185.9952 53.71 984.8 931.1 224.7725 1.548 .295 2.942 .582 233.5008 15.4535 202.7589 264.2428 217.8517 189.9600 19821.26 140.7880 80.73 822.9 742.1 152.5800 1.832 .264 4.241 .523 Mean Lower Bound Upper Bound 95% Confidence Interval for Mean 5% Trimmed Mean Median Variance Std. Deviation Minimum Maximum Range Interquartile Range Skewness Kurtosis Mean Lower Bound Upper Bound 95% Confidence Interval for Mean 5% Trimmed Mean Median Variance Std. Deviation Minimum Maximum Range Interquartile Range Skewness Kurtosis 性 别 女 男 空腹血 清胰岛 素样生 长因子-1 统 计 标准误 描述性统计指标
反映集中性趋势的4种似然估算量 M-Estimators Huber's Tukey's Hampel's Andrews' 性别_ M-Estimator Biweight M-Est imatorf|W 空腹血清胰岛女 248181423493782491634234.0850 素样生长因子-1男 200.1726189.4649 20079401893708 a. the weighting const ant is 1.339 b. The weighting const ant is 4.685 C. The weighting const ants are 1.700, 3. 400, and 8.500 d. The weighting const ant is 1. 340*pi 百分位值及 Tukey's折点 Percentiles Percent iles 性别 10 25 75 90 95 Weighted 空腹血清胰岛女 79480596.1760147.24502292000372.01755144630674.4510 Average(Definition1)素样生长因子1男 96.5340103.0540134.27001899600286850041564005323760 Tukey's Hinges 空腹血清胰岛女 147.26002292000371.2300 素样生长因子-1 13628001899600283.3100
M-Estimators 248.1814 234.9378 249.1634 234.0850 200.1726 189.4649 200.7940 189.3708 性 别 女 男 空腹血 清胰岛 素样生 长因子-1 Huber's M-Estimatora Tukey's Biweightb Hampel's M-Estimatorc Andrews' Waved a. The weighting constant is 1.339. b. The weighting constant is 4.685. c. The weighting constants are 1.700, 3.400, and 8.500 d. The weighting constant is 1.340*pi. Percentiles 79.4805 96.1760 147.2450 229.2000 372.0175 514.4630 674.4510 96.5340 103.0540 134.2700 189.9600 286.8500 415.6400 532.3760 147.2600 229.2000 371.2300 136.2800 189.9600 283.3100 性 别 女 男 女 男 空腹血 清胰岛 素样生 长因子-1 空腹血 清胰岛 素样生 长因子-1 Weighted Average(Definition 1) Tukey's Hinges 5 1 0 2 5 5 0 7 5 9 0 9 5 Percentiles 反映集中性趋势的4种似然估算量 百分位值及Tukey’s折点
奇异值 Extreme values Case Number value 空腹血清胰岛女 Highest 1 15 984.8 素样生长因子-1 16 842.0 684.9 29 14 621.7 Lowest Highest Lowest 2345123451234512345 26 53.71 48 74.31 60 78.28 35 81.71 42 82.86 78 8229 142 79 566.3 115 117 470.8 130 80.73 123 87.22 127 93.30 143 95.73 111 99.75
Extreme Values 1 5 984.8 1 6 842.0 2 7 684.9 2 9 655.1 1 4 621.7 2 6 53.71 4 8 74.31 6 0 78.28 3 5 81.71 4 2 82.86 7 8 822.9 142 727.6 7 9 566.3 115 547.8 117 470.8 130 80.73 123 87.22 127 93.30 143 95.73 111 99.75 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 Highest Lowest Highest Lowest 性 别 女 男 空腹血 清胰岛 素样生 长因子-1 Case Number Value 奇异值
正态检验 Tests of Normality Kolmogorov-SmirnoV 性别 I istic df Sig 空腹血清胰岛女 135 66 004 素样生长因子-1男 158 83 000 a. Lilliefors significance correct ion 方差正态检验 Test of Homo geneity of variance Levene df1 df2 空腹血清胰岛 Based on mean 3.905 147 050 素样生长因子1 Based on median 3.114 080 Based on median and with adjusted df 3.114 1139.116 080 Based on trimmed mean 3.636 1 147 058
Tests of Normality .135 6 6 .004 .158 8 3 .000 性 别 女 男 空腹血清 胰岛 素样生长 因子-1 Statistic d f Sig. Kolmogorov-Smirnova a. Lilliefors Significance Correction Test of Homogeneity of Variance 3.905 1 147 .050 3.114 1 147 .080 3.114 1 139.116 .080 3.636 1 147 .058 Based on Mean Based on Median Based on Median and with adjusted df Based on trimmed mean 空腹血 清胰岛 素样生 长因子-1 Levene Statistic df1 df2 Sig. 正态检验 方差正态检验
直方图-1 直方图 女性 14 10 8 6 Std dey= 186.00 Mean=283.6 222222 空腹血清胰岛素样生长因子-1
空腹血清胰岛素样生长因子- 1 100.0 150.0 200.0 250.0 300.0 350.0 400.0 450.0 500.0 550.0 600.0 650.0 700.0 750.0 800.0 850.0 900.0 950.0 1000.0 50.0 直方图 女性 频数 14 12 10 8 6 4 2 0 Std. Dev = 186.00 Mean = 283.6 N = 66.00 直方图-1
直方图-2 直方图 男性 Std Dev 140.79 Mean=233.5 N=83.00 100.0200.03000400.0500.0600.0700.0800.0 1500250.03500450.0550.0650.0750.0 空腹血清胰岛素样生长因子-1
空腹血清胰岛素样生长因子- 1 800.0 750.0 700.0 650.0 600.0 550.0 500.0 450.0 400.0 350.0 300.0 250.0 200.0 150.0 100.0 直方图 男性 频数 30 20 10 0 Std. Dev = 140.79 Mean = 233.5 N = 83.00 直方图-2
正态Q-Q图-1 norma|Q- Q Plot of空腹血清胰岛素样生长因子-1 女性 O 900 期望正态分布直线 200 800 1000 Observed value
Normal Q-Q Plot of 空腹血清胰岛素样生长因子-1 女性 Observed Value -200 0 200 400 600 800 1000 Expected Normal 3 2 1 0 - 1 - 2 - 3 正态Q-Q图-1 期望正态分布直线
正态Q-Q图-2 Normal Q- Q Plot of空腹血清胰岛素样生长因子-1 男性 期望正态分布直线 00 1000 Observed value
Normal Q-Q Plot of 空腹血清胰岛素样生长因子-1 男性 Observed Value -200 0 200 400 600 800 1000 Expected Normal 3 2 1 0 - 1 - 2 - 3 正态Q-Q图-2 期望正态分布直线
去势正态分布Q-Q图-1 Detrended normal Q-Q Plot of空腹血清胰岛素样 女性 2.0 15 1.0 期望正态分布直线 0.0 0 Observed value
Detrended Normal Q-Q Plot of 空腹血清胰岛素样生长因子-1 女性 Observed Value 0 200 400 600 800 1000 Dev from Normal 2.0 1.5 1.0 .5 0.0 -.5 去势正态分布Q-Q图-1 期望正态分布直线