医学统计学与SPSS软件（基础篇） from Coursera

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Syllabus

第一周绪论

本周学习重点：1.重点掌握以下基本概念：总体、样本、小概率事件、资料的类型。2.熟练掌握SPSS软件基本数据管理功能：排序、拆分、选择、计算、重新编码。

第二周统计描述

本周学习重点：1.重点掌握集中趋势与离散趋势指标的适用条件。 2.重点掌握率与比例在实际应用中的区别。 3.熟练掌握SPSS软件的统计描述操作。

第三周两组数值变量比较的假设检验

本周学习重点：1.重点掌握以下基本概念：均数的抽样误差与总体均数的置信区间。 2.理解假设检验的基本原理。 3.重点掌握独立样本比较的t检验、配对设计t检验。 4.重点掌握两类错误、功效的基本概念。 5.熟练掌握t检验的SPSS软件操作及结果解释。

第四周多组数值变量比较的假设检验

本周学习重点：1.理解方差分析的基本思想。2.重点掌握完全随机设计、随机区组设计的方差分析。3.熟练掌握方差分析的SPSS软件操作及结果解释。

第五周分类变量比较的假设检验

本周学习重点：1.重点掌握以下基本概念：率的抽样误差与总体率的置信区间。 2.重点掌握独立样本、配对设计四格表资料的卡方检验。 3.熟练掌握卡方检验的SPSS软件操作及结果解释。

第六周直线回归与相关

本周学习重点：1.重点掌握直线回归方程的估计、假设检验、适用条件。 2.重点掌握直线相关系数的估计、假设检验。 3.重点理解直线回归与相关的区别、联系。 4.熟练掌握直线回归与相关的SPSS软件操作及结果解释。

期末考试

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

通过本次课程的学习，学生能掌握医学统计学的基本方法及SPSS软件的应用技能，培养统计思维能力，并在医学科研工作中能灵活地、正确地运用统计学。

课程适用于医学各专业的学生以及医疗卫生工作者。

课程内容包括：绪论、统计描述、t检验、方差分析、卡方检验、直线回归与相关、秩和检验等。

课程由何平平授课。

课程提供SPSS软件应用实践，帮助学生掌握统计软件操作技能。

课程培养学生统计思维能力，使学生能够灵活运用统计学方法进行医学科研。

Reviews summary

Medical statistics for beginners

医学统计学与SPSS软件（基础篇） is a course tailored toward students and health professionals with little to no medical statistics experience. Most students find the course beginner-friendly, and the content is well-organized. Throughout the course, you will learn foundational medical statistics methods and how to use SPSS software.

You will also be introduced to SPSS software.

"very good course with rich theoretical guidance and practical analysis"

This course is well-suited for beginners.

"This course is well-organized, and the content is beginner friendly."

An external statistics textbook may be required.

"You will need any statistics textbook to help you because the lecturer skipped introduction of new concepts and ideas."

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Career center

Learners who complete 医学统计学与SPSS软件（基础篇） will develop knowledge and skills that may be useful to these careers:

Biostatistician

A Biostatistician works on applying statistical tools and techniques to data found in medicine and biology. Using their knowledge, they are able to design studies, analyze results, and interpret data to support medical research. The course '医学统计学与SPSS软件（基础篇）' helps build a foundation for the statistical tools and techniques used by Biostatisticians, providing a valuable base for success.

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Medical Scientist

A Medical Scientist combines medical and scientific research to develop new treatments for diseases. Their work requires the ability to design and conduct studies and analyze and interpret data. The course '医学统计学与SPSS软件（基础篇）' helps build a foundation for these skills and provides a valuable base for success.

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Clinical Research Associate

A Clinical Research Associate manages clinical trials, ensuring that they are conducted according to regulations and ethical guidelines. They are responsible for collecting, analyzing, and interpreting data, which requires a strong understanding of statistical methods. The course '医学统计学与SPSS软件（基础篇）' provides a foundation in statistical methods and data analysis, making it a valuable asset for Clinical Research Associates.

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Data Analyst

A Data Analyst collects, cleans, and analyzes data to extract insights and inform decision-making. In the medical field, Data Analysts work with medical data to improve patient care and outcomes. The course '医学统计学与SPSS软件（基础篇）' provides a foundation in statistical methods and data analysis, which is essential for success as a Data Analyst in the medical field.

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Medical Statistician

A Medical Statistician uses statistical methods to analyze medical data and provide insights into medical research. They work with researchers to design studies, analyze results, and interpret data. The course '医学统计学与SPSS软件（基础篇）' provides a foundation in statistical methods and data analysis, which is essential for success as a Medical Statistician.

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Epidemiologist

An Epidemiologist investigates the causes and patterns of disease in populations. They use statistical methods to analyze data and identify risk factors for disease. The course '医学统计学与SPSS软件（基础篇）' provides a foundation in statistical methods and data analysis, which is essential for success as an Epidemiologist.

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Health Economist

A Health Economist uses economic principles to analyze the costs and benefits of healthcare interventions. They use statistical methods to analyze data and evaluate the effectiveness of different treatments. The course '医学统计学与SPSS软件（基础篇）' provides a foundation in statistical methods and data analysis, which is essential for success as a Health Economist.

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Medical Writer

A Medical Writer creates written materials about medical topics for a variety of audiences. They use their knowledge of medical terminology and statistical methods to ensure that their writing is accurate and informative. The course '医学统计学与SPSS软件（基础篇）' may be helpful for Medical Writers who want to enhance their understanding of medical terminology and statistical methods.

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Healthcare Consultant

A Healthcare Consultant provides advice to healthcare organizations on how to improve their operations. They use statistical methods to analyze data and identify areas for improvement. The course '医学统计学与SPSS软件（基础篇）' may be helpful for Healthcare Consultants who want to enhance their understanding of statistical methods and data analysis.

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Quality Assurance Manager

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Research Scientist

A Research Scientist conducts research in a variety of fields, including medicine. They use statistical methods to analyze data and draw conclusions from their research. The course '医学统计学与SPSS软件（基础篇）' provides a foundation in statistical methods and data analysis, which may be helpful for Research Scientists working in the medical field.

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Statistician

A Statistician uses statistical methods to analyze data and draw conclusions. They work in a variety of fields, including medicine. The course '医学统计学与SPSS软件（基础篇）' provides a foundation in statistical methods, which may be helpful for Statisticians working in the medical field.

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Machine Learning Engineer

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Actuary

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Data Scientist

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