Lecture notes
Lecture slides on statistical modeling |

## Lecture contents## Hypothesis test- Introduction, t-test, multiple comparison correction
- ANOVA, 2-way ANOVA
- Effect size, power analysis
## Machine learning lectures.- Principal component analysis
- Boltzmann machine (plan to up)
- Hierarchical models (plan to up)
## Point process theory |

RIKEN Brain Scinece Insitute

Kyoto University

2017 Mar 4 **Brain wakate**

2016 Feb 10 **Introduction to the point process network**

A photo cited from the lecture page of Institute of Statistics and Mathematics. http://www.ism.ac.jp/lectures/27n.html

**2013 Mar 3-12** **Introduction to statistical models of neural spike train dat**a [link]

Two-weeks course at the Institute for Research in Fundamental Sciences, School of Cognitive Sciences