General | Syllabus | |

List of Stories of the Data sets | ||

Homeworks and Exams | ||

Computer and R | Introduction to Using the Computer and to R | |

R routines | ||

Some Basic Ideas and Concepts | Introduction to ESMA 3101 | |

Data Collection | ||

Descriptive Statistics - | Categorical Data | |

Data Summaries | Mean, Median, Standard Deviation | |

Percentiles and Boxplots | ||

Two Quantitative Variables - Correlation | ||

Outliers | ||

Exercise Problems | ||

Probability | Introduction to Probability | |

Normal Distribution and the Central Limit Theorem | ||

Checking for Normality | ||

Simulations | ||

Exercise Problems | ||

Statistical Inference | Population - Sample | |

Estimation | ||

Hypothesis Testing | ||

Inference for the Mean μ | ||

Inference for a Proportion (Percentage) π | ||

Exercise Problems | ||

Two QuantitativeVariables | Correlation | |

Regression | ||

Exercise Problems |