Progress so far

I have finished studying the following DSMs in details:

Geometric DSMs:

1- Wordspace by Schutze et al.

2- HAL by Lund & Burgess.

3- LSA by Deerwester.

4-Compositional Expectation by Washtell.

Probabilistic DSMs based on:

1- Frequency.

2- Mean & variance.

3- Hypothesis testing:

3.1- T test.

3.2- Hypothesis testing of difference using T test.

3.3- Pearson’s Chi-square test.

3.4- Likelihood ratios.

3.5- Z-score.

3.6- Fisher’s exact test.

3.7- Good-Turing test.

3.8- Simple Good-Turing test.

4- Mutual Information.

I relied on the following book for the statistical background:

http://www.amazon.com/Probability-Statistics-Engineers-Scientists-Edition/dp/0130415294/ref=sr_1_15?ie=UTF8&qid=1364050104&sr=8-15&keywords=statistics+for+scientist+and+engineers

 

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