公衆衛生のためのRによる統計分析専門講座
Master Statistics for Public Health and Learn R. Develop your statistical thinking skills and learn key data analysis methods through R
学習内容
Recognise the key components of statistical thinking in order to defend the critical role of statistics in modern public health research and practice
Describe a given data set from scratch using descriptive statistics and graphical methods as a first step for more advanced analysis using R software
Apply appropriate methods in order to formulate and examine statistical associations between variables within a data set in R
Interpret the output from your analysis and appraise the role of chance and bias as explanations for your results
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この専門講座について
応用学習プロジェクト
In each course, you'll be introduced to key concepts and a data set to be used as a worked example throughout that course. Public health data are messy, with missing values and weird distributions all too common. The data you'll use are either real or simulated from real patient-level data sets (all anonymised and with usage permissions in place).
The emphasis will be on “learning through doing” and “learning through discovery” as you encounter typical data and analysis problems for you to solve and discuss among your fellow learners. You'll get the chance to work things out for yourself and with your peers before accessing the answers and explanation provided by the instructors.
Familiarity with seeing graphs and tables. Basic numeracy (so NOT calculus, trigonometry etc). No medical, statistical or R knowledge is assumed.
Familiarity with seeing graphs and tables. Basic numeracy (so NOT calculus, trigonometry etc). No medical, statistical or R knowledge is assumed.
この専門講座には4コースあります。
Introduction to Statistics & Data Analysis in Public Health
Welcome to Introduction to Statistics & Data Analysis in Public Health!
Linear Regression in R for Public Health
Welcome to Linear Regression in R for Public Health!
Logistic Regression in R for Public Health
Welcome to Logistic Regression in R for Public Health!
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インペリアル・カレッジ・ロンドン(Imperial College London)
Imperial College London is a world top ten university with an international reputation for excellence in science, engineering, medicine and business. located in the heart of London. Imperial is a multidisciplinary space for education, research, translation and commercialisation, harnessing science and innovation to tackle global challenges.
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よくある質問
返金ポリシーについて教えてください。
1つのコースだけに登録することは可能ですか?
学資援助はありますか?
無料でコースを受講できますか?
このコースは100%オンラインで提供されますか?実際に出席する必要のあるクラスはありますか?
専門講座を修了することで大学の単位は付与されますか?
専門講座を修了することで大学の単位は付与されますか?
専門講座を修了するのにどのくらいの期間かかりますか?
Do I need to take the courses in a specific order?
さらに質問がある場合は、受講者向けヘルプセンターにアクセスしてください。