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Statistical Regression Analysis
What distinguishes data mining from conventional statistical data analysis is that data mining is usually done for the purpose of "secondary analysis" aimed at finding unsuspected relationships unrelated to the purposes for which the data were originally collected.
Statistical Data Analysis: Prove It with Data  …
In this article, Sapolsky uses the example topoint out the very important distinction between statisticallysignificant and generally significant: A diminution of velocity at impact may be statistically significant, but not ofimportance to the falling nightwatchman.
Statistical hypothesis testing  Wikipedia
For example, if you found that the mean height of male Biology majors was significantly larger than that of female Biology majors, you might report this result (in blue) and your statistical conclusion (shown in red) as follows:
Software for Six Sigma, DFSS, Statistics, and ..
You are then going to control the relationship between the variables in your primary hypothesis by looking at the relationship between your independent variable and your dependent variable at every level of your control variable. What this means is that the computer builds a crosstab table to examine the relationship between your IV and DB for each responce category of the control variable. For example, if I were interested in the relationship between political party (PARTYID) and frequency of sexual relations (SEXFREQ) and I controlled that relationship by sex. SPSS would build a table crossing PARTYID and SEXFREQ for males and another table crossing PARTYID and SEXFREQ for females. If I had controlled by AGE instead, SPSS would have built a table crossing PARTYID and SEXFREQ for each age category. Each of these separate tables will have its own chisquare statistics and its own lambda and/or gamma statistics (if you asked SPSS to calculate statistics).
How to Write Guide: Sections of the Paper  Bates College
For example, in a paper reporting on an experiment involving dosing mice with the sex hormone estrogen and watching for a certain kind of courtship behavior,
Data Analysis and Statistical Software  Stata
and are closely related to statistical inference. You might also look at the tutorial for another example of how statistical data analysis is used to make inferences from research data.
Data Analysis and Statistical Software for Professionals
In the mouse behavior paper, for example, you would begin the Introduction at the level of mating behavior in general, then quickly focus to mouse mating behaviors and then hormonal regulation of behavior.
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