Ecological Models and Data in R Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:

Ecological Models and Data in R is the first truly practical introduction to modern statistical methods for ecology. In step-by-step detail, the book teaches ecology graduate students and researchers everything they need to know in order to use maximum likelihood, information-theoretic, and Bayesian techniques to analyze their own data using the programming language R. Drawing on extensive experience teaching these techniques to graduate students in ecology, Benjamin Bolker shows how to choose among and construct statistical models for data, estimate their parameters and confidence limits, and interpret the results. The book also covers statistical frameworks, the philosophy of statistical modeling, and critical mathematical functions and probability distributions. It requires no programming background--only basic calculus and statistics.

• Practical, beginner-friendly introduction to modern statistical techniques for ecology using the programming language R


• Step-by-step instructions for fitting models to messy, real-world data


• Balanced view of different statistical approaches


• Wide coverage of techniques--from simple (distribution fitting) to complex (state-space modeling)


• Techniques for data manipulation and graphical display


• Companion Web site with data and R code for all examples

Ecological Models and Data in R by Benjamin M. Bolker

From reader reviews:

Samantha Campbell:

Why don't make it to become your habit? Right now, try to ready your time to do the important action, like looking for your favorite book and reading a guide. Beside you can solve your condition; you can add your knowledge by the publication entitled Ecological Models and Data in R. Try to the actual book Ecological Models and Data in R as your buddy. It means that it can for being your friend when you feel alone and beside that course make you smarter than before. Yeah, it is very fortuned to suit your needs. The book makes you considerably more confidence because you can know almost everything by the book. So , we need to make new experience along with knowledge with this book.

Maria Lamotte:

Do you one of people who can't read pleasant if the sentence chained inside straightway, hold on guys this kind of aren't like that. This Ecological Models and Data in R book is readable simply by you who hate the straight word style. You will find the data here are arrange for enjoyable studying experience without leaving even decrease the knowledge that want to provide to you. The writer associated with Ecological Models and Data in R content conveys the thought easily to understand by a lot of people. The printed and e-book are not different in the content but it just different available as it. So , do you continue to thinking Ecological Models and Data in R is not loveable to be your top listing reading book?

Devin Glass:

People live in this new morning of lifestyle always try and and must have the free time or they will get lot of stress from both daily life and work. So , when we ask do people have free time, we will say absolutely of course. People is human not really a robot. Then we question again, what kind of activity have you got when the spare time coming to an individual of course your answer will certainly unlimited right. Then ever try this one, reading guides. It can be your alternative inside spending your spare time, the book you have read will be Ecological Models and Data in R.

Ronald Sadowski:

Do you have something that you want such as book? The guide lovers usually prefer to choose book like comic, short story and the biggest some may be novel. Now, why not striving Ecological Models and Data in R that give your entertainment preference will be satisfied through reading this book. Reading habit all over the world can be said as the way for people to know world better then how they react towards the world. It can't be explained constantly that reading addiction only for the geeky man but for all of you who wants to possibly be success person. So , for all you who want to start examining as your good habit, you could pick Ecological Models and Data in R become your current starter.