Reproducibility in Neuroscience - A best practice example

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Reproducibility in Neuroscience - A best practice example
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Reproducibility in Neuroscience - A best practice example The last decade has seen intensive discussions on reproducibility in the analysis of neuroimaging experiments. This has lead to efforts in the neuroscience community in various directions, e.g., accessibility of 'minimally processed image and metadata' from large studies for scientific purposes public data archives open data standards open source software and analysis pipelines. This enables, e.g., the development of best practice analysis strategies combination of findings from different studies test of and comparisons with alternative modeling approaches I'll discuss how this fits, as a best practice example, into the current discussions on reproducibility of research and (open) research data.
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Observational study Table (information) Formal power series Standard error Statistics Mortality rate Hypothesis
Goodness of fit Observational study Standard error Formal power series Table (information) Many-sorted logic Relation <Mathematik> Limit (category theory) Statistics Total S.A. Mortality rate Hypothesis
Statistics Observational study Standard error Table (information) Observational study Limit (category theory) Statistics Mortality rate Hypothesis Formal power series Relation <Mathematik> Modulform Gamma function
Group action Observational study Standard error Formal power series Table (information) Observational study Relation <Mathematik> Limit (category theory) Statistics Mortality rate Grothendieck topology Hypothesis
Statistical hypothesis testing Observational study Standard error Table (information) Observational study Closed set Sampling (statistics) Statistics Event horizon Mortality rate Hypothesis Power (physics) Formal power series Many-sorted logic Relation <Mathematik> Maß <Mathematik>
Group action Sine Observational study Table (information) Standard error Observational study Mass flow rate Decision theory Dreizehn Total S.A. Statistics Mortality rate Hypothesis Formal power series Hill differential equation
Observational study Mathematical analysis Analytic set Hypothesis Power (physics)
Population density Group action Observational study Observational study Autoregressive conditional heteroskedasticity Mathematical analysis Analytic set Numerical analysis Hypothesis
Population density Observational study Observational study Different (Kate Ryan album) Mathematical analysis Set (mathematics) Analytic set Hypothesis
Explosion Population density Observational study Observational study Analytic set Hypothesis
Statistical hypothesis testing Standard deviation Statistics Observational study Multiplication sign Analytic set Grothendieck topology Mach's principle Exclusive or Many-sorted logic Natural number Determinant Randomization Standard deviation Observational study Link (knot theory) Validity (statistics) Physical law Model theory Independence (probability theory) Parameter (computer programming) Lattice (order) Statistics Hypothesis Population density Sample (statistics) Coefficient of determination
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Database normalization Sign (mathematics) Observational study Parametrische Erregung Multiplication sign Moving average Funktionalanalysis Mathematical analysis Open set Statistics Physical system Condition number
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Explosion Mass flow rate Multiplication sign Data analysis Stochastic kernel estimation Lattice (order) Mach's principle
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