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minitab anova 在 [程式] Minitab、R 做2-way ANOVA分析結果？ - 看板Statistics 的推薦與評價


作者ndd2 (ndd2)
看板Statistics
標題[程式] Minitab、R 做2-way ANOVA分析結果？
時間Sun Sep 24 22:34:07 2017

[軟體 ]
Minitab 及 R
[程式問題]:
用上述兩個軟體對自己設想的資料集做 ANOVA分析結果不一致，不知道問題在哪？

[軟體熟悉度]:
新手

[問題敘述]:
資料集如下共12 observations,
其中money當response變數，team、sex當factors

ID money team sex
id1 123 A m
id2 432 B m
id3 122 C m
id4 134 D m
id5 45 A m
id6 34 B m
id7 626 C f
id8 266 D f
id9 664 A f
id10 345 B f
id11 452 C f
id12 453 D f

[程式範例]:
(1)用Minitab 18操作如下：
Stat>ANOVA>General Linear Model>Fit General Linear Model

結果得：
Analysis of Variance
Source DF Adj SS Adj MS F-Value P-Value
team 3 23887 7962 0.28 0.840
sex 1 296815 296815 10.34 0.032
team*sex 3 85640 28547 0.99 0.481
Error 4 114866 28717 Total 11 531472

(2)用R操作如下：
> nameslist<-read.table("name-list.csv",header=T,sep=",")
> lmod<-lm(nameslist$money~nameslist$team*nameslist$sex)
> anova(lmod)
結果得：
Analysis of Variance Table
Response: nameslist$money
Df Sum Sq Mean Sq F value Pr(>F)
nameslist$team 3 34150 11383 0.3964 0.76344
nameslist$sex 1 296815 296815 10.3360 0.03244 *
nameslist$team:nameslist$sex 3 85640 28547 0.9941 0.48099
Residuals 4 114867 28717
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

不知道為什麼結果不一致？
謝謝。

(另外我用書上的範例數子去跑程式，Minitab和R的結果竟然就一樣!
，為何我自己的假想資料會出問題？

書上的範列數字如下：
MAJOR DEGREE OFFER
Acct Bach 26
Acct Bach 24.8
Acct Bach 29.7
Acct Bach 33.2
Acct Bach 31.8
Acct Bach 26.9
Acct Bach 30.9
Acct Bach 23.3
Acct Bach 29.1
Acct Bach 26.4
Acct Master 27.4
Acct Master 29.9
Acct Master 33.3
Acct Master 29.7
Acct Master 31.5
Acct Master 37.3
Acct Master 33.1
Acct Master 31.4
Acct Master 28.8
Acct Master 30.6
Mrkt Bach 25.5
Mrkt Bach 24.5
Mrkt Bach 24.2
Mrkt Bach 24.6
Mrkt Bach 21.8
Mrkt Bach 19.9
Mrkt Bach 23
Mrkt Bach 32
Mrkt Bach 23.8
Mrkt Bach 29.7
Mrkt Master 42.2
Mrkt Master 44.5
Mrkt Master 45
Mrkt Master 38.8
Mrkt Master 38.4
Mrkt Master 35.9
Mrkt Master 37.8
Mrkt Master 41.8
Mrkt Master 42.7
Mrkt Master 37.9


--
※ 發信站: 批踢踢實業坊(ptt.cc), 來自: 123.193.54.130
※ 文章網址: https://www.ptt.cc/bbs/Statistics/M.1506263650.A.19D.html
※ 編輯: ndd2 (123.193.54.130), 09/25/2017 00:24:04
→ andrew43: 這組R code給你的是TYPE I SS，不是TYPE III 09/25 00:25
→ andrew43: https://rcompanion.org/rcompanion/d_04.html 09/25 00:28
→ andrew43: 重點在car::Anova(..., type = 3)及contrasts 09/25 00:28
→ recorriendo: 每個cell有一樣多觀察個數十 結果才會完全相同 09/25 00:58






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Minitab displays the possible base designs. log2(x) = y and x = 2y. ... The Factorial ANOVA procedure compares the means of one continuous dependent ...

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예제를 보려면 Minitab 도움말: 일원 ANOVA의 예로 이동 …22 mar. 2021 — 즉, 각 범주형 독립변수가 갖는 값 유형이 바로 수준이 되는 것입니다.

#83. Effect Size Calculator (Cohen's D) for T-Test

For the independent samples T-test, Cohen's d is determined by calculating the mean difference between your two groups, and then dividing the result by the ...

#84. 분산 분석 예제 - Korea -

2019 — 분산분석(ANOVA, analysis of variance) ⑴ 정의 : n개의 집단을 비교 ... 예제를 보려면 Minitab 도움말: 일원 ANOVA의 예로 이동 …5 aug.

#85. A Comparison of Spray Drying and Freeze Drying - Hindawi

... carried out in triplicate, and one-way analysis of variance (ANOVA) was used. ... range tests at the 5% level ( ) through Minitab version 22 (IBM, USA).

#86. Solution Manual For Probability And Statistics For Engineers ...

to use the statistical packages Minitab® and Microsoft® Office Excel® ... to help students better understand ANOVA, new examples to help.

#87. Ssxx Calculating

I use the terms SSTR and SSE just to build similarity to the ANOVA output we covered ... The Minitab Calculator is very different from a regular calculator.

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SPSS, free and safe download. SPSS latest version: Statistical analysis tool for data. SPSS is a trialware that you can use to record and then analyze.

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#90. Title Matematicas Financieras 2b Edicion Spanish Edition Pdf ...

Minitab, SPSS and SAS commands Wide array of coverage of ANOVA, Nonparametric,. MCMC, Bayesian and empirical methods. Global Education Monitoring Report ...

#91. Data analysis on SPSS, AMOS, SMART PLS, in three hours.

I can do the following analysis on SPSS, Minitab, and Excel Data analysis for you: • One-Sample T-Test • Independent T-Test • ANOVA (Analysis Of Varian …

#92. Biostatistics And Research Methodology - B Pharmacy Notes

Parametric test: t-test(Sample, Pooled or Unpaired and Paired) , ANOVA, ... SPSS, MINITAB®, DESIGN OF EXPERIMENTS, R - Online Statistical Software's to ...

#93. Business Statistics In Practice 7th (2022) - Eugene Weekly

optional section on using Minitab, SPSS and SAS commands. The text also boasts a wide array of coverage of ANOVA, nonparametric, MCMC, Bayesian and ...

#94. Probability distribution quiz answers

For one-way ANOVA, the ratio of the between-group variability to the within-group ... Using Minitab, calculate \(P(X=1)\): From the Minitab menu select Calc ...

#95. Stata Calculate Mean Of Subgroup

Using the formula above, we're telling Minitab to use the ... shown how the following one-way ANOVA problem can be solved using SPSS.

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#97. Probability And Statistical Inference 7th Edition

SPSS 7, Excel, and Minitab are used for illustration, but any major ... of ANOVA, nonparametric, MCMC, Bayesian and empirical methods;.