8 Programming and Data Analysis

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8.1 R Functions

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8.2 Using for Loops

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8.3 Conditional Statements (if, else, switch)

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8.4 Functional Programming

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8.4.1 Using lapply()

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8.4.2 Using sapply()

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8.4.3 Using tapply()

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8.4.4 Using mapply()

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8.4.5 Using apply()

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8.4.6 Using by()

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8.5 Using package {purrr}

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8.5.1 Function map()

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8.5.2 Function safely()

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8.5.3 Function pmap()

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8.6 Data Manipulation with Package {dplyr}

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8.6.1 Group Operations

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8.6.2 Complex Group Operations

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8.7 Exercises

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