R for Data Analysis and Research 培训

课程编码

rdataana

课程时长

7 小时 通常来说是1天,包括中间休息。

要求

Basic Statistics

课程概览

听众

  • 经理
  • 开发商
  • 科学家们
  • 学生们

课程形式

在线指导和讨论或面对面的研讨会

Machine Translated

课程大纲

The list below gives an idea of the topics that will be covered in the workshop.

The number of topics that will be covered depends on the duration of the workshop (i.e. one, two or three days). In a one or two day workshop it may not be possible to cover all topics, and so the workshop will be tailored to suit the specific needs of the learners.

  • A first R session
  • Syntax for analysing one-dimensional data arrays
  • Syntax for analysing two-dimensional data arrays
  • Reading and writing data files
  • Sub-setting data, sorting, ranking and ordering data
  • Merging arrays
  • Set membership
  • The main statistical functions in R
  • The Normal Distribution (correlation, probabilities, tests for normality and confidence intervals)
  • Ordinary Least Squares Regression
  • T-tests, Analysis of Variance and Multivariable Analysis of Variance
  • Chi-square tests for categorical variables
  • Writing functions in R
  • Writing software (scripts) in R
  • Control structures (e.g. Loops)
  • Graphical methods (including scatterplots, bar charts, pie charts, histograms, box plots and dot charts)
  • Graphical User Interfaces for R

客户评论

★★★★★
★★★★★

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