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文档列表

01 Getting Started with R/003 Work in The R environment.mp4 68.2 MB
08 Manipulating Strings/061 Extract text.mp4 66.8 MB
10 Linear Models/069 Fit multiple regression models.mp4 48.5 MB
10 Linear Models/068 Explore the data.mp4 47.1 MB
09 Basic Statistics/063 Draw numbers from probability distributions.mp4 46.9 MB
11 Other Models/079 Select variables and improve predictions with the elastic net.mp4 40.4 MB
09 Basic Statistics/065 Compare samples with t-tests and analysis of variance.mp4 39.5 MB
13 Clustering/091 Partition data with K-means.mp4 39.4 MB
000 Introduction to R Programming LiveLessons.mp4 39.3 MB
09 Basic Statistics/064 Calculate averages, standard deviations and correlations.mp4 38.7 MB
12 Time Series/089 Use GARCH for better volatility modeling.mp4 37.4 MB
10 Linear Models/072 Analyze survival data.mp4 36.0 MB
07 Data Munging/055 The plyr package.mp4 34.8 MB
15 Package Building/102 Write and document functions.mp4 33.2 MB
02 The Basic Building Blocks in R/009 Store data in vectors.mp4 33.0 MB
12 Time Series/088 Use VAR for multivariate time series.mp4 32.3 MB
11 Other Models/080 Decrease uncertainty with weakly informative priors.mp4 31.4 MB
10 Linear Models/070 Fit logistic regression.mp4 28.7 MB
03 Advanced Data Structures in R/012 Create and access information in data.frames.mp4 28.1 MB
01 Getting Started with R/004 Install and load packages.mp4 27.2 MB
10 Linear Models/073 Assess model quality with residuals.mp4 26.8 MB
12 Time Series/086 Understand ACF and PACF.mp4 23.6 MB
11 Other Models/082 Splines.mp4 22.7 MB
13 Clustering/093 Perform hierarchical clustering.mp4 22.4 MB
10 Linear Models/074 Compare models.mp4 22.0 MB
10 Linear Models/067 Fit simple linear models.mp4 22.0 MB
10 Linear Models/071 Fit Poisson regression.mp4 21.9 MB
01 Getting Started with R/002 Download and install R.mp4 21.4 MB
14 Reports and Slideshows with knitr/096 Weave R code into LaTeX using knitr.mp4 21.2 MB
15 Package Building/101 Understand the folder structure and files in a package.mp4 20.1 MB
11 Other Models/081 Fit nonlinear least squares.mp4 19.9 MB
05 Making Statistical Graphs/033 Make line plots.mp4 19.3 MB
14 Reports and Slideshows with knitr/095 Understand the basics of LaTeX.mp4 19.1 MB
03 Advanced Data Structures in R/013 Create and access information in lists.mp4 18.8 MB
11 Other Models/083 GAMs.mp4 18.8 MB
06 Basics of Programming/039 Understand the basics of function arguments.mp4 17.9 MB
10 Linear Models/075 Judge accuracy using cross-validation.mp4 17.6 MB
02 The Basic Building Blocks in R/008 Understand the different data types.mp4 17.6 MB
05 Making Statistical Graphs/034 Create small multiples.mp4 16.8 MB
05 Making Statistical Graphs/031 Make scatterplots with ggplot2.mp4 16.6 MB
04 Reading Data into R/021 Load binary R files.mp4 15.7 MB
05 Making Statistical Graphs/032 Make boxplots and violin plots with ggplot2.mp4 15.2 MB
11 Other Models/084 Fit decision trees to make a random forest.mp4 14.9 MB
08 Manipulating Strings/060 Combine strings together.mp4 14.8 MB
14 Reports and Slideshows with knitr/099 Use pandoc to convert from Markdown to HTML5 slideshow.mp4 14.7 MB
04 Reading Data into R/017 Read a CSV into R.mp4 14.6 MB
10 Linear Models/076 Estimate uncertainty with the bootstrap.mp4 14.4 MB
07 Data Munging/054 The aggregate function.mp4 14.0 MB
04 Reading Data into R/019 Read from databases.mp4 14.0 MB
03 Advanced Data Structures in R/014 Create and access information in matrices.mp4 14.0 MB
105 Summary of R Programming LiveLessons.mp4 13.6 MB
07 Data Munging/057 Join datasets.mp4 13.4 MB
12 Time Series/087 Fit and assess ARIMA models.mp4 12.8 MB
07 Data Munging/058 Switch storage paradigms.mp4 11.5 MB
15 Package Building/103 Check and build a package.mp4 11.4 MB
07 Data Munging/056 Combine datasets.mp4 10.7 MB
06 Basics of Programming/043 Stagger if statements with else.mp4 10.5 MB
06 Basics of Programming/047 Iterate with a for loop.mp4 10.1 MB
05 Making Statistical Graphs/030 Plot histograms and densities with ggplot2.mp4 9.9 MB
04 Reading Data into R/022 Load data included with R.mp4 9.4 MB
10 Linear Models/077 Choose variables using stepwise selection.mp4 9.4 MB
05 Making Statistical Graphs/036 Add themes to graphs.mp4 9.1 MB
02 The Basic Building Blocks in R/006 Use R as a calculator.mp4 9.0 MB
07 Data Munging/053 The mapply.mp4 8.9 MB
07 Data Munging/051 Repeat an operation on a matrix using apply.mp4 8.6 MB
06 Basics of Programming/046 Check compound statements.mp4 8.4 MB
06 Basics of Programming/044 Check multiple statements with switch.mp4 8.4 MB
04 Reading Data into R/023 Scrape data from the web.mp4 8.3 MB
02 The Basic Building Blocks in R/007 Work with variables.mp4 8.2 MB
06 Basics of Programming/045 Run checks on entire vectors.mp4 8.2 MB
14 Reports and Slideshows with knitr/098 Weave R code into Markdown using knitr.mp4 7.6 MB
06 Basics of Programming/041 Gain flexibility with do.call.mp4 7.3 MB
13 Clustering/092 Robustly cluster, even with categorical data, with PAM.mp4 7.3 MB
02 The Basic Building Blocks in R/010 Call functions.mp4 7.0 MB
14 Reports and Slideshows with knitr/097 Understand the basics of Markdown.mp4 6.7 MB
07 Data Munging/050 Learning objectives.mp4 5.6 MB
05 Making Statistical Graphs/027 Make scatterplots with base graphics.mp4 5.5 MB
14 Reports and Slideshows with knitr/094 Learning objectives.mp4 5.4 MB
04 Reading Data into R/018 Understand that Excel is not easily readable into R.mp4 5.4 MB
05 Making Statistical Graphs/024 Learning objectives.mp4 5.4 MB
07 Data Munging/052 Repeat an operation on a list.mp4 5.3 MB
03 Advanced Data Structures in R/015 Create and access information in arrays.mp4 5.3 MB
01 Getting Started with R/001 Learning objectives.mp4 5.3 MB
05 Making Statistical Graphs/035 Control colors and shapes.mp4 5.1 MB
02 The Basic Building Blocks in R/005 Learning objectives.mp4 5.1 MB
06 Basics of Programming/037 Learning objectives.mp4 5.1 MB
11 Other Models/078 Learning objectives.mp4 5.1 MB
06 Basics of Programming/040 Return a value from a function.mp4 5.0 MB
10 Linear Models/066 Learning objectives.mp4 4.9 MB
03 Advanced Data Structures in R/011 Learning objectives.mp4 4.6 MB
06 Basics of Programming/038 Write the classic GÇ£Hello, World!GÇ¥ example.mp4 4.6 MB
04 Reading Data into R/016 Learning objectives.mp4 4.5 MB
15 Package Building/100 Learning objectives.mp4 4.2 MB
05 Making Statistical Graphs/026 Make histograms with base graphics.mp4 4.2 MB
06 Basics of Programming/049 Control loops with break and next.mp4 4.1 MB
12 Time Series/085 Learning objectives.mp4 4.0 MB
05 Making Statistical Graphs/029 Get familiar with ggplot2.mp4 4.0 MB
08 Manipulating Strings/059 Learning objectives.mp4 3.9 MB
09 Basic Statistics/062 Learning objectives.mp4 3.9 MB
13 Clustering/090 Learning objectives.mp4 3.9 MB
06 Basics of Programming/042 Use if statements to control program flow.mp4 3.9 MB
15 Package Building/104 Submit a package to CRAN.mp4 3.1 MB
05 Making Statistical Graphs/025 Find the diamonds data.mp4 3.1 MB
04 Reading Data into R/020 Read data files from other statistical tools.mp4 2.9 MB
06 Basics of Programming/048 Iterate with a while loop.mp4 2.9 MB
05 Making Statistical Graphs/028 Make boxplots with base graphics.mp4 2.7 MB

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