If you know how to program, you\'re ready to tackle Bayesian statistics.
Once you get the math out of the way, the Bayesian fundamentals will become clearer and you\'ll begin to apply these techniques to real-world problems.
Bayesian statistical methods are becoming more common and more important, but there aren\'t many r.
With this book, you\'ll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics.
Downey, this book\'s computational approach helps you get a solid start.
Use your programming skills to learn and understand Bayesian statisticsWork with problems involving estimation, prediction, decision analysis, evidence, and Bayesian hypothesis testingGet started with simple examples, using coins, dice, and a bowl of cookiesLearn computational methods for solving real-world problems If you know how to program, you\'re ready to tackle Bayesian statistics.
Based on undergraduate classes taught by author Allen B.
Once you get the math out of the way, the Bayesian fundamentals will become clearer and you\'ll begin to apply these techniques to real-world problems.
Bayesian statistical methods are becoming more common and more important, but there aren\'t many resources available to help beginners.
With this book, you\'ll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics.
Based on undergraduate classes taught by author Allen Downey, this book\'s computational approach helps you get a solid start.
Use your programming skills to learn and understand Bayesian statisticsWork with problems involving estimation, prediction, decision analysis, evidence, and Bayesian hypothesis testingGet started with simple examples, using coins, dice, and a bowl of cookiesLearn computational methods for solving real-world problems If you know how to program, you\'re ready to tackle Bayesian statistics.
Once you get the math out of the way, the Bayesian fundamentals will become clearer and you\'ll begin to apply these techniques to real-world problems.
Bayesian statistical methods are becoming more common and more important, but not many resources are available to help beginners.
With this book, you\'ll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics.
If you know how to program, you\'re ready to tackle Bayesian statistics
