К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Engineering Probability and Statistics Part 2 · LearnSpace
Назад в каталог
courseraАнализ данных

Engineering Probability and Statistics Part 2

Курс от Northeastern University
Уровень не указан≈ 15.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Engineering Probability and Statistics Part 2 covers the principles of statistical inference, including sampling distributions, confidence intervals, hypothesis testing, and analysis of variance (ANOVA) for comparing means across multiple groups. Through a structured yet flexible approach, students will gain the skills needed to apply statistical reasoning to engineering problems and communicate data-driven insights effectively. This course is designed to support continuous engagement and steady progress throughout the term.

Навыки, которые вы освоите

Statistical Hypothesis TestingStatistical InferenceStatistical AnalysisStatistical MethodsEstimationProbability & StatisticsSample Size DeterminationSampling (Statistics)Data SynthesisProbability DistributionStatistical ReportingAnalysisStatisticsData PresentationData-Driven Decision-MakingEngineering Analysis

Программа курса

7 модулей · 116 учебных материалов

01Hypothesis Testing for One Sample28 материалов

Course Introduction

Welcome to Engineering Probability and StatisticsЧтениеCourse IntroductionВидеоEngineering Probability & Statistics Part 2 SyllabusЧтениеMeet Your FacultyВидео

Учитесь у экспертов

Rehab Ali

Преподаватель курса

Engineering Probability and Statistics Part 2
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 15.2 ч

7 модулей

Язык: Английский

Субтитры: Венгерский, Узбекский, Казахский

Часть программы вашего университета
Course Communication and SupportЧтение
Academic IntegrityЧтение

Lesson 1: Introduction to Hypothesis Testing

Statistical HypothesisЧтениеIntro to Video: Introduction to Hypothesis TestingЧтениеIntroduction to Hypothesis TestingВидеоDrawing the ConclusionЧтениеTypes of Errors in Hypothesis TestingЧтениеAssess Your Learning: Introduction to Hypothesis TestingЗадание

Lesson 2: The Z-test for Population Mean

Z-Tests for Hypotheses About a Population MeanЧтениеHypothesis Testing ProcedureЧтениеInterpreting P-values and Rejection RegionsЧтениеSolved Examples for One-Sample Z-testЧтениеTwo-Tail Test: Solved ExampleЧтениеAssess Your Learning: The Z-test for Population MeanЗадание

Lesson 3: One-Sample t-Test for Small-Sample Size

Intro to Video: One-Sample t-TestЧтениеOne-Sample T-TestВидеоOne Sample T-Test ExampleЧтениеVisualizing P-values for One-and Two-Tailed TestsЧтениеAssess Your Learning : One-Sample T-Test for Small-Sample SizeЗадание

Lesson 4: Hypothesis Testing for Population Proportion

Tests Concerning a Population ProportionЧтениеIntro to Video: Hypothesis Test for a ProportionЧтениеHypothesis Test for a ProportionВидеоChoosing the Right Hypothesis TestЧтениеAssess Your Learning: Hypothesis testing for Population ProportionЗадание
02Sampling Distributions and the Power of the Central Limit Theorem11 материалов

Lesson 1: Sampling Variability and the Behavior of Sample Statistics

Sampling VariabilityЧтениеSample Statistics as Random VariablesЧтениеVariability Measures of a SampleЧтениеFrom Random Samples to Sampling DistributionsЧтениеExample: Laptop Screen SizeЧтениеAssess Your Learning: Sampling and VariabilityЗадание

Lesson 2: Sampling Distribution of the Mean and the Central Limit Theorem (CLT)

The Distribution of Sample MeanЧтениеCentral Limit TheorumЧтениеExample: Bananas at the SupermarketЧтениеInferences on the Population MeanЧтениеAssess Your Learning: Sample Mean Distribution and Central Limit Theorem (CLT)Задание
03Introduction to Inference 15 материалов

Lesson 1: Point Estimation

What are Point Estimators?ЧтениеHow to Select the Right EstimatorЧтениеThe Minimum Variance Unbiased EstimatorЧтениеPrinciple of Minimum Variance Unbiased EstimationЧтениеUnbiased Estimator for ProportionЧтениеAssess Your Learning: Point EstimationЗадание

Lesson 2: Confidence Levels and Confidence Intervals

Confidence Intervals and Confidence LevelsЧтениеIntro to Video: Introduction to Confidence IntervalsЧтениеIntroduction to Confidence IntervalsВидеоConfidence Intervals of Population MeanЧтениеOther Levels of ConfidenceЧтениеExample: Engine Production ProcessЧтениеConfidence Level and PrecisionЧтениеExample: Packaging Weight in a Cereal Factory ЧтениеAssess Your Learning: Confidence Levels and Confidence Intervals Задание
04Statistical Intervals Based on a Single Sample14 материалов

Lesson 1: Confidence Intervals for a Large Sample Size

Confidence Intervals for a Large Sample SizeЧтениеExample: Tablet WeightЧтениеAssess Your Learning: Confidence Intervals for a Large Sample SizeЗадание

Lesson 2: Confidence Intervals for a Small Sample Size

Confidence Intervals based on a Normal Population DistributionЧтениеThe T-DistributionЧтениеIntro to Video: Confidence Interval for Small SamplesЧтениеConfidence Interval for Small SamplesВидеоConfidence Intervals for Small SamplesЧтениеIntro to Video: Confidence Interval for Population ProportionЧтениеConfidence Interval for Population ProportionВидеоAssess Your Learning: Confidence Intervals for Small Samples and Population ProportionЗадание

Lesson 3: One-Bound vs. Two-Bound Confidence Intervals

One-Bound vs. Two-Bound Confidence IntervalsЧтение Choosing the Right Confidence IntervalЧтениеAssess Your Learning: One-Bound vs. Two Bound Confidence IntervalsЗадание
05Statistical Inference for Two Samples: Means and Proportions28 материалов

Lesson 1: Inferences About Two Population Means-Known Variances

Inferences Based on Two SamplesЧтениеIntro to Video: Inferences for Two MeansЧтениеInferences for Two MeansВидеоZ-Test for Comparing Two Population MeansЧтениеPerforming the Z-TestЧтениеExample: Tensile Strength of Aluminum AlloysЧтениеConfidence Interval for the Difference Between Two Means (Z-Test)ЧтениеExample: Confidence Intervals for Aluminum AlloysЧтениеAssess Your Learning: Inferences About Two Population Means—Known VariancesЗадание

Lesson 2: Inferences About Two Independent Means

Intro to Video: Two Sample t-Test for Independent MeansЧтениеTwo Sample T-Test for Independent MeansВидеоThe Two-Sample T-TestЧтениеHypothesis Testing Using Two-Sample T-TestЧтениеHypothesis SetupЧтениеConfidence Interval for the Difference Between Two Means (T-Test)Чтение

Lesson 3: Inferences About Two-Paired Samples

Intro to Video: Paired t-Test for Comparing Two MeansЧтениеPaired t-Test for Comparing Two MeansВидеоHypothesis Testing for Paired DataЧтениеConfidence Interval for Paired DataЧтениеAssess Your Learning: Inferences about Two-Paired SamplesЗадание

Lesson 4: Inferences About Two Population Proportions

Intro to Video: Inference for Two Population ProportionsЧтениеInference for Two Population ProportionsВидеоInferences Concerning a Difference Between Population ProportionsЧтениеHypothesis Testing for Comparing Two ProportionsЧтениеAlternative Hypotheses and P-Value AreasЧтениеConfidence Interval for Difference Between Two ProportionsЧтение
06One Way ANOVA15 материалов

Lesson 1: Understanding Analysis of Variance (ANOVA)

Why ANOVA Works: Need, Logic, and AssumptionsЧтениеANOVA HypothesisЧтениеIntro to Video: Intro to Analysis of VarianceЧтениеIntro to Analysis of VarianceВидеоAssess Your Learning: Introduction to Analysis of Variance (ANOVA)Задание

Lesson 2: Performing and Interpreting the F-Test

The F-TestЧтениеUnderstanding the F-DistributionЧтениеUnderstanding the ANOVA Table StructureЧтениеThe ANOVA Decision ProcessЧтениеPerforming and Interpreting the F-TestЗадание

Lesson 3: Post-Hoc Analysis-Tukey's Procedure

Why is Post-Hoc Analysis Necessary?ЧтениеIntro to Video: Post-Hoc AnalysisЧтениеPost-Hoc AnalysisВидеоAlternative Post-Hoc MethodsЧтениеAssess Your Learning: Post-Hoc Analysis-Tukey's ProcedureЗадание
07Application and Reflection5 материалов

Lesson 1: Medical Trials Case Study

Case Study: Medical TrialsЧтениеCase Study AnalysisЧтение

Lesson 2: Geology Case Study

Case Study: GeologyЧтение

Lesson 3: Finance Case Study

Case Study: FinanceЧтениеCongratulations!Чтение
Assess Your Learning: Inferences about Two Independent MeansЗадание
Assess Your Learning: Inferences about Two Population ProportionsЗадание