110 http://isa.epfl.ch/imoniteur_ISAP/ itffichecours.txt?path=EPFL.Etu.FicheCours.HeaderEN itffichecours.txt?path=EPFL.Etu.FicheCours.GlobalNav_js en 2026 192994568 192994568 2840683608 2840683608 1 0 Electrical Engineering (edoc) EDEE !itffichecours.htm?ww_i_matiere=1680039643&ww_x_anneeAcad=2840683608&ww_i_section=192994568&ww_i_niveau= 1696552884 1696552963 2025-2026 COURSE BOOKLET BIO-449 Understanding statistics and experimental design Understanding statistics and experimental design Lecturers Herzog Michael Language of teaching English Cursus Civil and Environmental Engineering (edoc)(2025-2026, EDCE 2025-26)
Computational and Quantitative Biology (edoc)(2025-2026, EDCB 2025-26)
Electrical Engineering (edoc)(2025-2026, EDEE 2025-26)
Life Sciences Engineering(2025-2026, SV - Master 2024)
Life Sciences Engineering(2025-2026, SV - Master 2025)
Neuro-X minor(2025-2026, Mineur : Neuro-X 2025-26)
Neuro-X(2025-2026, SNX - Master 2024)
Neuro-X(2025-2026, SNX - Master 2025)
Neuroscience (edoc)(2025-2026, EDNE 2025-26)
SemesterMand.OptionFilières
x
Hx
MA1, MA3x
 Credits 4 Session Winter Workload 120h Exam Written Number of positions Semester Fall Weeks 14 Hours 4 weekly
Courses 2 weekly
Exercises 2 weekly
Study planSemesterMand.OptionFilières
EDCB - Biologie computationnelle et quantitative 2025-26x
EDCE - Civil and Environmental Engineering 2025-26x
EDEE - Electrical Engineering 2025-26x
EDNE - Neuroscience 2025-26x
Ingénierie des sciences du vivant 2025-26MA1x
Ingénierie des sciences du vivant 2025-26MA3x
Mineur : Neuro-X 2025-26Hx
Neuro-X 2025-26MA1x
Neuro-X 2025-26MA3x
Cursus Sem. Type
Civil & Environmental Engineering Opt.
Computational and Quantitative Biology Opt.
Electrical Engineering Opt.
Life Sciences Engineering MA1, MA3 Opt.
Neuro-X minor H Opt.
Neuro-X MA1, MA3 Opt.
Neuroscience Opt.
Summary This course is neither an introduction to the mathematics of statistics nor an introduction to a statistics program such as R. The aim of the course is to understand statistics from its experimental design and to avoid common pitfalls of statistical reasoning. There is space to discuss ongoing work. Content
  • Sensitivity and Bias
  • Statistical Power
  • Bayes Theorem and Odds Ratio
  • What the t-test measures
  • Classical statistical tests
  • Experimental design
  • Fraud and misconduct of statistics
 Assessment methods

written exam

 Resources Moodle Link Ingénierie des sciences du vivant, 2025-2026, Master semestre 1 Life Sciences Engineering, 2025-2026, Master semester 1 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 1 MA1 HIVER Master semester 1 MA1 Ingénierie des sciences du vivant SV Life Sciences Engineering SV
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
Ingénierie des sciences du vivant, 2025-2026, Master semestre 3 Life Sciences Engineering, 2025-2026, Master semester 3 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 3 MA3 HIVER Master semester 3 MA3 Ingénierie des sciences du vivant SV Life Sciences Engineering SV
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
Neuro-X, 2025-2026, Master semestre 1 Neuro-X, 2025-2026, Master semester 1 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 1 MA1 HIVER Master semester 1 MA1 Neuro-X NX Neuro-X NX
Neuro-X NX Neuro-X NX
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
Neuro-X, 2025-2026, Master semestre 3 Neuro-X, 2025-2026, Master semester 3 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 3 MA3 HIVER Master semester 3 MA3 Neuro-X NX Neuro-X NX
Neuro-X NX Neuro-X NX
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
Génie civil et environnement (edoc), 2025-2026 Civil and Environmental Engineering (edoc), 2025-2026 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Génie civil et environnement (edoc) EDCE Civil and Environmental Engineering (edoc) EDCE
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
Biologie computationnelle et quantitative (edoc), 2025-2026 Computational and Quantitative Biology (edoc), 2025-2026 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Biologie computationnelle et quantitative (edoc) EDCB Computational and Quantitative Biology (edoc) EDCB
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
Génie électrique (edoc), 2025-2026 Electrical Engineering (edoc), 2025-2026 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Génie électrique (edoc) EDEE Electrical Engineering (edoc) EDEE
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
Mineur en Neuro-X, 2025-2026, Semestre automne Neuro-X minor, 2025-2026, Autumn semester Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Semestre automne H HIVER Autumn semester H Mineur en Neuro-X MIN_NX Neuro-X minor MIN_NX
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
Neurosciences (edoc), 2025-2026 Neuroscience (edoc), 2025-2026 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Neurosciences (edoc) EDNE Neuroscience (edoc) EDNE
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
2 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Herzog Michael 164642
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
1680039643 Understanding statistics and experimental design Understanding statistics and experimental design 4
Ecrit Written Crédit Credits 4 Session hiver Session winter HIV HIV
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