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所在平台: Udemy |
课程主页: https://www.udemy.com/course/statistics-for-psychology/
课程评论：没有评论
这门名为“概率与统计：心理学与商业统计”的课程，专为希望深入理解心理学或商业统计学的学习者设计。无论您是自学还是在统计学课堂上感到吃力，本课程都将为您提供帮助。课程旨在通过心理学视角的案例，让统计学学习过程更具吸引力，特别适合商业数据分析领域需要掌握统计检验和基础概念的学生。 课程特色： * **概念清晰**: 帮助您区分关键统计概念，例如样本与总体、统计显著性、I型与II型错误，以及概率在连接总体和样本中的作用。 * **实操技能**: 教您如何根据信息选择合适的假设检验方法，包括t检验（独立样本和重复测量）、ANOVA（独立样本和重复测量）、Pearson相关、线性回归和卡方检验。 * **公式解析**: 深入剖析每个统计公式的组成部分，让您不仅知道如何计算，更能理解其衡量意义。 * **高效学习**: 课程时长约3.5小时，但内容紧凑且具有高度相关性，旨在最大限度地减少学习时间，确保每一分钟都有价值。 完成本课程后，您将能够自信地进行各项统计计算，并能将所学统计知识应用于心理学和商业领域。
Welcome to 'Probability and Statistics;Psychology and Business statistics'. This course is ideal for those attempting to understand psychology statistics or business statistics.My statistics course is ideal for those studying on their own, or if you are in a statistics class and struggling with your assigned textbook or lecture material. I know stats courses can be boring, so I try to make it as exciting as possible.The examples have a psychology bend, but this course is absolutely relevant for business students, especially those in data analysis that have to get a better understanding of statistical tests and the fundamental concepts. So welcome to you whether you are in business or psychology.I provide examples within the lessons, so this should cut down your study time. Furthermore, I make sure that students understand the links between the different lessons. This helps you understand the bigger picture, and it also tends to decrease study time as you aren't stuck wondering "how does this all come together"?Be able to distinguish between key statistical concepts and proceduresWhat's the difference between a sample and a population? Why do we test effect size after we get a significant result? What is a significant result? What's the difference between Type 1 and Type 2 errors? What role does probability play in bridging population and samples?Choose the appropriate hypothesis test based on given information and make statistical inferences!T-test (independent and repeated measures)ANOVA (independent and repeated measures)correlation (using the Pearson correlation)linear regression chi-squareCalculate t-tests, ANOVA, correlation, linear regression.correctly and confidently You will get clear instructions on how to calculate each of the tests. When you finish you will have the ability to calculate each test correctly and confidently.Be able to break down each formula and explain its individual components Understanding how to plug numbers and use formulas is important, but as important is to be able to understand what we are measuring. I'll break down the individual components of formulas/equations.Contents and Overview The course offers 3.5 hours or so of content. The 3.5 hours is sort of deceptive as I've tried to pack each second with something relevant and something important. I've made the course in a way to not waste your time and almost everything that is said in the lectures/lessons has a purpose. Enroll today! Probability and Statistics;Psychology and Business statistics will make you comfortable to use stats if you are in the fields of psychology and business.
