Hi everybody:
Since a lot of questions to this list concern theoretical issues, I thought that these links could be interesting for a lot of people. The first one reviews basic stats, while the second focuses on more advanced methods. Statistics at Square One ========================= 1 Data display and summary 2 Mean and standard deviation 3 Populations and samples 4 Statements of probability and confidence intervals 5 Differences between means: type I and type II errors and power 6 Differences between percentages and paired alternatives 7 The t tests 8 The chi-squared tests 9 Exact probabilty test 10 Rank score tests 11 Correlation and regression 12 Survival analysis 13 Study design and choosing a statistical test Available as on-line book (HTML) at: http://bmj.bmjjournals.com/collections/statsbk/index.shtml SPSS syntax code (written by me and kindly hosted by King Douglas) for the book exercises and examples is available at: http://www.kingdouglas.com/SPSS/DiverseCultures/Marta/Code/BMJ%20-%20Stats%20Square%20One.txt (if the link is broken in two by my mail program, copy and paste both pieces together...) ------------------------------------------------------------------------ Research Methods II: Multivariate Analysis ============================================ Chapter 1: The Scientific Method Chapter 2: Simple Linear Regression Chapter 3: Multiple Regression Analysis Chapter 4: Multiple Regression in Practice Chapter 5: Regression Diagnostics Chapter 6: Analysis of Cross-Sectional Studies Chapter 7: One-way Analysis of Variance Chapter 8: Two-way Analysis of Variance Chapter 9: Factorial Designs Chapter 10: Repeat-measures Designs Chapter 11: Logistic Regression Chapter 12: Survival Analysis Chapter 13: Poisson Regression Analysis Chapter 14: Analysing Categorical Data: Log-linear analysis Available as on-line book (PDF) at: http://www.oxfordjournals.org/tropej/online/ma.html (they also have a collection of PowerPoint slides for each chapter) Although I haven't written SPSS code for the second book (I just discovered it today!), give me some time and (after my holidays), I'll have it available. I hope you find them useful. Marta |
Hi Marta,
Thanks for the links below. I'm sure I'm not alone in finding this information very useful. Lou On Thu, 29 Jun 2006 18:17:06 +0200, =?ISO-8859-15?B? TWFydGEgR2FyY+1hLUdyYW5lcm8=?= <[hidden email]> wrote: >Hi everybody: > >Since a lot of questions to this list concern theoretical issues, I >thought that these links could be interesting for a lot of people. The >first one reviews basic stats, while the second focuses on more >advanced methods. > >Statistics at Square One >========================= >1 Data display and summary >2 Mean and standard deviation >3 Populations and samples >4 Statements of probability and confidence intervals >5 Differences between means: type I and type II errors and power >6 Differences between percentages and paired alternatives >7 The t tests >8 The chi-squared tests >9 Exact probabilty test >10 Rank score tests >11 Correlation and regression >12 Survival analysis >13 Study design and choosing a statistical test > >Available as on-line book (HTML) at: >http://bmj.bmjjournals.com/collections/statsbk/index.shtml > >SPSS syntax code (written by me and kindly hosted by King Douglas) for >the book exercises and examples is available at: ><a href="http://www.kingdouglas.com/SPSS/DiverseCultures/Marta/Code/BMJ%20-%">http://www.kingdouglas.com/SPSS/DiverseCultures/Marta/Code/BMJ%20-% >(if the link is broken in two by my mail program, copy and paste both >pieces together...) > >------------------------------------------------------------------------ >Research Methods II: Multivariate Analysis >============================================ >Chapter 1: The Scientific Method >Chapter 2: Simple Linear Regression >Chapter 3: Multiple Regression Analysis >Chapter 4: Multiple Regression in Practice >Chapter 5: Regression Diagnostics >Chapter 6: Analysis of Cross-Sectional Studies >Chapter 7: One-way Analysis of Variance >Chapter 8: Two-way Analysis of Variance >Chapter 9: Factorial Designs >Chapter 10: Repeat-measures Designs >Chapter 11: Logistic Regression >Chapter 12: Survival Analysis >Chapter 13: Poisson Regression Analysis >Chapter 14: Analysing Categorical Data: Log-linear analysis > >Available as on-line book (PDF) at: > >http://www.oxfordjournals.org/tropej/online/ma.html >(they also have a collection of PowerPoint slides for each chapter) > >Although I haven't written SPSS code for the second book (I just >discovered it today!), give me some time and (after my holidays), I'll >have it available. > > >I hope you find them useful. > >Marta |
Lou is in good company. Thanks a mil Marta.
Kaukab. Lou <[hidden email]> wrote: Hi Marta, Thanks for the links below. I'm sure I'm not alone in finding this information very useful. Lou On Thu, 29 Jun 2006 18:17:06 +0200, =?ISO-8859-15?B? TWFydGEgR2FyY+1hLUdyYW5lcm8=?= wrote: >Hi everybody: > >Since a lot of questions to this list concern theoretical issues, I >thought that these links could be interesting for a lot of people. The >first one reviews basic stats, while the second focuses on more >advanced methods. > >Statistics at Square One >========================= >1 Data display and summary >2 Mean and standard deviation >3 Populations and samples >4 Statements of probability and confidence intervals >5 Differences between means: type I and type II errors and power >6 Differences between percentages and paired alternatives >7 The t tests >8 The chi-squared tests >9 Exact probabilty test >10 Rank score tests >11 Correlation and regression >12 Survival analysis >13 Study design and choosing a statistical test > >Available as on-line book (HTML) at: >http://bmj.bmjjournals.com/collections/statsbk/index.shtml > >SPSS syntax code (written by me and kindly hosted by King Douglas) for >the book exercises and examples is available at: ><a href="http://www.kingdouglas.com/SPSS/DiverseCultures/Marta/Code/BMJ%20-%">http://www.kingdouglas.com/SPSS/DiverseCultures/Marta/Code/BMJ%20-% >(if the link is broken in two by my mail program, copy and paste both >pieces together...) > >------------------------------------------------------------------------ >Research Methods II: Multivariate Analysis >============================================ >Chapter 1: The Scientific Method >Chapter 2: Simple Linear Regression >Chapter 3: Multiple Regression Analysis >Chapter 4: Multiple Regression in Practice >Chapter 5: Regression Diagnostics >Chapter 6: Analysis of Cross-Sectional Studies >Chapter 7: One-way Analysis of Variance >Chapter 8: Two-way Analysis of Variance >Chapter 9: Factorial Designs >Chapter 10: Repeat-measures Designs >Chapter 11: Logistic Regression >Chapter 12: Survival Analysis >Chapter 13: Poisson Regression Analysis >Chapter 14: Analysing Categorical Data: Log-linear analysis > >Available as on-line book (PDF) at: > >http://www.oxfordjournals.org/tropej/online/ma.html >(they also have a collection of PowerPoint slides for each chapter) > >Although I haven't written SPSS code for the second book (I just >discovered it today!), give me some time and (after my holidays), I'll >have it available. > > >I hope you find them useful. > >Marta Dr. Kaukab Azim Room #: 1.14 (The Genetics Lab) Institute of Molecular Medicine St. James's Hospital Dublin 8 Ireland. --------------------------------- Yahoo! Messenger with Voice. Make PC-to-Phone Calls to the US (and 30+ countries) for 2¢/min or less. |
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