Newest Questions

23 votes
5 answers
48k views

Assessing the significance of differences in distributions

I have two groups of data. Each with a different distribution of multiple variables. I'm trying to determine if these two groups' distributions are different in a statistically significant way. I ...
Jay Stevens's user avatar
71 votes
19 answers
7k views

What are some valuable Statistical Analysis open source projects?

What are some valuable Statistical Analysis open source projects available right now? Edit: as pointed out by Sharpie, valuable could mean helping you get things done faster or more cheaply.
34 votes
7 answers
34k views

What is normality?

In many different statistical methods there is an "assumption of normality". What is "normality" and how do I know if there is normality?
A Lion's user avatar
  • 1,141
56 votes
6 answers
6k views

Eliciting priors from experts

How should I elicit prior distributions from experts when fitting a Bayesian model?
csgillespie's user avatar
15 votes
6 answers
3k views

Algorithms and methods for attribute/feature selection?

I have data with continuous class and I'm searching for good methods to reduce number of attributes. Now I'm using correlation based filters, random forests and Gram–Schmidt algorithm. What I want ...
pixel's user avatar
  • 513
7 votes
2 answers
4k views

Algorithms to eliminate or display outliers in a dataset

I am trying to visualize a large multi-dimensional dataset. Each dimension has a different range. Values in one column may range between 0-100 while values in another could range from a few hundred ...
user avatar
18 votes
6 answers
12k views

Correcting for outliers in a running average

We have a daemon that reads in data from some sensors, and among the things it calculates (besides simply just reporting the state) is the average time it takes for the sensors to change from one ...
user avatar
100 votes
13 answers
167k views

What do you call an average that does not include outliers?

What do you call an average that does not include outliers? For example if you have a set: {90,89,92,91,5} avg = 73.4 but excluding the outlier (5) we have <...
Tawani's user avatar
  • 1,103

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