数据分析

Books

Practical Statistics for Astronomers

Modern Statistical Methods for Astronomy With R Applications

Data Analysis: A Bayesian Tutorial

Bayesian Logical Data Analysis for the Physical Sciences

Probability Theory: The Logic of Science

Numerical Recipes

Fitting

Error estimation

Parameter estimation

lectures

Parameter estimation error

(How well the experiment will perform?)

  • Fisher matrix
  1. cosmology

Multidimention data:

  • parameter (density) estimation
    •  https://github.com/reedessick/postviz
    • www.vicos.si/Research/Multivariate_Online_Kernel_Density_Estimation
    • https://github.com/dfm/corner.py
    • Glue is a Python library to explore relationships within and among related datasets.  (http://www.glueviz.org/en/stable/)