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Open Syllabus R Books
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| 1 |
|
Introductory Statistics with R
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3.83 avg rating — 201 ratings
score: 100,
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1 person voted
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| 2 |
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An Introduction to Statistical Learning: with Applications in R
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4.59 avg rating — 2,308 ratings
score: 99,
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1 person voted
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| 3 |
|
The Art of R Programming: A Tour of Statistical Software Design
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4.02 avg rating — 586 ratings
score: 98,
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1 person voted
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| 4 |
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Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models
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really liked it 4.00 avg rating — 56 ratings
score: 97,
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1 person voted
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| 5 |
|
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
by
Hadley Wickham (Goodreads Author)
4.54 avg rating — 1,199 ratings
score: 96,
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1 person voted
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| 6 |
|
The Book of R: A First Course in Programming and Statistics
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4.13 avg rating — 67 ratings
score: 95,
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1 person voted
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| 7 |
|
Linear Models with R
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4.09 avg rating — 85 ratings
score: 94,
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1 person voted
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| 8 |
|
Modern Applied Statistics with S
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3.94 avg rating — 48 ratings
score: 93,
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1 person voted
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| 9 |
|
Using R for Introductory Statistics
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3.95 avg rating — 64 ratings
score: 92,
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1 person voted
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| 10 |
|
A Beginner's Guide to R
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3.67 avg rating — 67 ratings
score: 91,
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1 person voted
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| 11 |
|
R in Action
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4.20 avg rating — 265 ratings
score: 90,
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1 person voted
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| 12 |
|
Analyzing Baseball Data with R (The R Series)
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4.27 avg rating — 95 ratings
score: 89,
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1 person voted
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| 13 |
|
The Little SAS Book: A Primer
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4.03 avg rating — 487 ratings
score: 88,
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1 person voted
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| 14 |
|
Bayesian Data Analysis
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4.21 avg rating — 536 ratings
score: 87,
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1 person voted
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| 15 |
|
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
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4.43 avg rating — 1,874 ratings
score: 86,
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1 person voted
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| 16 |
|
R for Everyone: Advanced Analytics and Graphics (Addison-Wesley Data & Analytics Series)
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4.06 avg rating — 178 ratings
score: 85,
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1 person voted
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| 17 |
|
An R Companion to Applied Regression
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4.04 avg rating — 46 ratings
score: 84,
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1 person voted
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| 18 |
|
Discovering Statistics Using R
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4.27 avg rating — 365 ratings
score: 83,
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1 person voted
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| 19 |
|
Analysis of Financial Time Series
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4.23 avg rating — 108 ratings
score: 82,
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1 person voted
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| 20 |
|
Software for Data Analysis: Programming with R
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3.52 avg rating — 33 ratings
score: 81,
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1 person voted
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| 21 |
|
Fundamentals of Biostatistics
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3.69 avg rating — 112 ratings
score: 80,
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1 person voted
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| 22 |
|
Statistical Computing with R
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liked it 3.00 avg rating — 3 ratings
score: 79,
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1 person voted
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| 23 |
|
Statistics: An Introduction Using R
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3.78 avg rating — 116 ratings
score: 78,
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1 person voted
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| 24 |
|
Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan
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4.35 avg rating — 371 ratings
score: 77,
and
1 person voted
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| 25 |
|
An Introduction to Generalized Linear Models
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really liked it 4.00 avg rating — 37 ratings
score: 76,
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1 person voted
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| 26 |
|
Data Analysis and Graphics Using R: An Example-Based Approach (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 10)
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really liked it 4.00 avg rating — 46 ratings
score: 75,
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1 person voted
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| 27 |
|
Applied Regression Analysis and Generalized Linear Models
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3.47 avg rating — 45 ratings
score: 74,
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1 person voted
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| 28 |
|
ggplot2: Elegant Graphics for Data Analysis
by
Hadley Wickham (Goodreads Author)
4.34 avg rating — 361 ratings
score: 73,
and
1 person voted
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| 29 |
|
Matrix Algebra Useful for Statistics (Wiley Series in Probability and Statistics)
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4.56 avg rating — 18 ratings
score: 72,
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1 person voted
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| 30 |
|
Applied Multivariate Statistical Analysis: Pearson New International Edition
by
4.01 avg rating — 130 ratings
score: 71,
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1 person voted
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| 31 |
|
Mathematical Statistics and Data Analysis (Available 2010 Titles Enhanced Web Assign)
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3.86 avg rating — 181 ratings
score: 70,
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1 person voted
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| 32 |
|
All of Statistics: A Concise Course in Statistical Inference
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4.26 avg rating — 388 ratings
score: 69,
and
1 person voted
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| 33 |
|
Statistics for Research
by
4.25 avg rating — 8 ratings
score: 68,
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1 person voted
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| 34 |
|
An Introduction to Applied Multivariate Analysis with R
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3.93 avg rating — 29 ratings
score: 67,
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1 person voted
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| 35 |
|
OpenIntro Statistics
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4.03 avg rating — 265 ratings
score: 66,
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1 person voted
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| 36 |
|
Applied Regression Analysis
by
3.84 avg rating — 37 ratings
score: 65,
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1 person voted
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| 37 |
|
Mixed Effects Models and Extensions in Ecology with R
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4.26 avg rating — 57 ratings
score: 64,
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1 person voted
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| 38 |
|
An Introduction to Statistical Inference and Its Applications with R
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3.25 avg rating — 8 ratings
score: 63,
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1 person voted
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| 39 |
|
Data Analysis Using Regression and Multilevel/Hierarchical Models
by
4.36 avg rating — 290 ratings
score: 62,
and
1 person voted
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| 40 |
|
Generalized Additive Models: An Introduction with R
by
4.17 avg rating — 23 ratings
score: 61,
and
1 person voted
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| 41 |
|
Analysing Ecological Data
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4.47 avg rating — 15 ratings
score: 60,
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1 person voted
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| 42 |
|
An Introduction to R
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3.73 avg rating — 51 ratings
score: 59,
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1 person voted
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| 43 |
|
Applied Linear Statistical Models
by
4.17 avg rating — 72 ratings
score: 58,
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1 person voted
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| 44 |
|
Linear Models for the Prediction of Animal Breeding Values
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4.67 avg rating — 3 ratings
score: 57,
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1 person voted
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| 45 |
|
Biostatistical Analysis
by
3.97 avg rating — 90 ratings
score: 56,
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1 person voted
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| 46 |
|
The Analysis of Biological Data
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really liked it 4.00 avg rating — 123 ratings
score: 55,
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1 person voted
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| 47 |
|
Model-based Geostatistics (Springer Series in Statistics)
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really liked it 4.00 avg rating — 1 rating
score: 54,
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| 48 |
|
Statistics
by
3.91 avg rating — 400 ratings
score: 53,
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1 person voted
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| 49 |
|
R in a Nutshell: A Desktop Quick Reference (In a Nutshell
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3.72 avg rating — 211 ratings
score: 52,
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1 person voted
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| 50 |
|
Categorical Data Analysis
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4.23 avg rating — 82 ratings
score: 51,
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1 person voted
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| 51 |
|
Applied Spatial Data Analysis with R
by
4.02 avg rating — 51 ratings
score: 50,
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1 person voted
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| 52 |
|
Statistical Inference
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4.17 avg rating — 390 ratings
score: 49,
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1 person voted
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| 53 |
|
Advanced R
by
Hadley Wickham (Goodreads Author)
4.56 avg rating — 313 ratings
score: 48,
and
1 person voted
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| 54 |
|
Bayesian Computation with R
by
3.42 avg rating — 43 ratings
score: 47,
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1 person voted
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| 55 |
|
A First Course in Design and Analysis of Experiments
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2.85 avg rating — 13 ratings
score: 46,
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1 person voted
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| 56 |
|
Data Manipulation with R
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3.80 avg rating — 44 ratings
score: 45,
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1 person voted
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| 57 |
|
Applied Statistics and Probability for Engineers
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3.46 avg rating — 153 ratings
score: 44,
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1 person voted
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| 58 |
|
Design and Analysis of Experiments
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4.06 avg rating — 231 ratings
score: 43,
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1 person voted
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| 59 |
|
Introduction to Time Series and Forecasting
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3.41 avg rating — 44 ratings
score: 42,
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1 person voted
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| 60 |
|
Time Series Analysis: With Applications in R
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3.53 avg rating — 49 ratings
score: 41,
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1 person voted
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| 61 |
|
Monte Carlo Statistical Methods
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3.92 avg rating — 37 ratings
score: 40,
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1 person voted
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| 62 |
|
Principles of Mathematical Analysis
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4.27 avg rating — 1,877 ratings
score: 39,
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1 person voted
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| 63 |
|
Introducing Monte Carlo Methods with R
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3.54 avg rating — 26 ratings
score: 38,
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| 64 |
|
A Handbook of Statistical Analyses Using R
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3.72 avg rating — 47 ratings
score: 37,
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| 65 |
|
Introduction to Analysis Pearson New International Edition
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3.75 avg rating — 52 ratings
score: 36,
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| 66 |
|
Machine Learning with R: Expert Techniques for Predictive Modeling
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4.20 avg rating — 311 ratings
score: 35,
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1 person voted
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| 67 |
|
Think Python
by
Allen B. Downey (Goodreads Author)
4.13 avg rating — 1,662 ratings
score: 34,
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1 person voted
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| 68 |
|
Automated Data Collection with R: A Practical Guide to Web Scraping and Text Mining
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3.87 avg rating — 23 ratings
score: 33,
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1 person voted
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| 69 |
|
Analyzing Linguistic Data: A Practical Introduction to Statistics using R
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3.81 avg rating — 21 ratings
score: 32,
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1 person voted
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| 70 |
|
Analyzing Multivariate Data (with CD-ROM) (Duxbury Applied Series)
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3.92 avg rating — 25 ratings
score: 31,
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1 person voted
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| 71 |
|
A Modern Introduction to Probability and Statistics: Understanding Why and How
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3.78 avg rating — 59 ratings
score: 30,
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1 person voted
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| 72 |
|
The Signal and the Noise: Why So Many Predictions Fail—But Some Don't
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3.97 avg rating — 52,030 ratings
score: 29,
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1 person voted
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| 73 |
|
An Introduction to Analysis of Financial Data with R
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3.62 avg rating — 16 ratings
score: 28,
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1 person voted
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| 74 |
|
Biostatistics: The Bare Essentials
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3.81 avg rating — 59 ratings
score: 27,
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1 person voted
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| 75 |
|
Stochastic Simulation
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3.50 avg rating — 2 ratings
score: 26,
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| 76 |
|
A Guide to Econometrics. 6th edition
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4.15 avg rating — 297 ratings
score: 25,
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| 77 |
|
Applied Statistics and the SAS Programming Language
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3.69 avg rating — 97 ratings
score: 24,
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1 person voted
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| 78 |
|
Statistics for Spatial Data
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4.20 avg rating — 10 ratings
score: 23,
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1 person voted
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| 79 |
|
An R and S-Plus® Companion to Multivariate Analysis
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3.60 avg rating — 5 ratings
score: 22,
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1 person voted
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| 80 |
|
A First Course in Statistical Programming with R
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3.31 avg rating — 32 ratings
score: 21,
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| 81 |
|
Introductory Biostatistics
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2.33 avg rating — 3 ratings
score: 20,
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| 82 |
|
Econometric Analysis of Cross Section and Panel Data, second edition
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4.30 avg rating — 171 ratings
score: 19,
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| 83 |
|
Introductory Econometrics: A Modern Approach
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4.12 avg rating — 712 ratings
score: 18,
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