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Everything about Directional statistics
Subdiscipline of statistics
Directional statistics is the subdiscipline of statistics that deals with directions, axes or rotations in Rn. More generally, directional statistics deals with observations on compact Riemannian manifolds including the Stiefel manifold. Wikipedia →
🧠Start here: a 6-step reading path
- Read the overview: Directional statisticsA 5-minute orientation
- Skim a recent paper: Directional extremal statistics for Ginibre eigenvaluesInfluential work since 2022
- Pick up a classic book: Energy and U.S. AgricultureThe most-reprinted book on the subject
- Read the landmark paper: Statistics of Directional DataCited 467 times
- Go sideways: Wrapped normal distributionA closely related topic
- Go sideways: Wrapped Cauchy distributionA closely related topic
đź“– Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
Statistics of Directional Data
Recent advances in directional statistics
A Unified View of the Theory of Directional Statistics, 1975-1988
Reliable detection of directional couplings using rank statistics
Directional statistics for realistic weakly interacting massive particle direct detection experiments
Real-time implementation of order-statistics-based directional filters
Directional statistics of the wind and waves
Directional statistics-based deep metric learning for image classification and retrieval
🆕 Influential since 2022
Directional extremal statistics for Ginibre eigenvalues
Uncertainty Estimation and Multi-FOV Data Fusion for Star Sensors Based on Directional Statistics
Technical note: Streamflow seasonality using directional statistics
Bi-directional passenger flow tracking and statistics analysis in station passageways based on an improved Deep-Sort algorithm
Directional statistics-inspired end-to-end atrial fibrillation detection model based on ECG rhythm
đź“š Books worth reading
- 📕Energy and U.S. AgricultureGordon Sloggett · 1977
Graphs & digraphsGary Chartrand, L. Lesniak · 1986
Statistical and machine-learning data miningBruce Ratner · 2011
Predictive HR AnalyticsDr Martin Edwards, Kirsten Edwards · 2016
Britain at workMark Cully · 1999
Predictive Analytics in Human Resource ManagementShivinder Nijjer, Sahil Raj · 2020- 📕The Power of direct marketingDirect Marketing Association (U.S.) · 2006
Google Analytics 2.0Jerri L. Ledford, Mary E. Tyler · 2007
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
đź”— Related topics
- Wrapped normal distribution In probability theory and directional statistics, a wrapped normal distribution is a wrapped probability distribution that results from the "wrapping"…
- Wrapped Cauchy distribution In probability theory and directional statistics, a wrapped Cauchy distribution is a wrapped probability distribution that results from the "wrapping"…
- Circular distribution In probability and statistics, a circular distribution or polar distribution is a probability distribution of a random variable whose values are angles…
- Circular uniform distribution In probability theory and directional statistics, a circular uniform distribution is a probability distribution on the unit circle whose density is uniform…
- Wrapped Lévy distribution In probability theory and directional statistics, a wrapped Lévy distribution is a wrapped probability distribution that results from the "wrapping" of…
- Wrapped distribution In probability theory and directional statistics, a wrapped probability distribution is a continuous probability distribution that describes data points…
- Parseval–Gutzmer formula In mathematics, the Parseval–Gutzmer formula states that, if f {\displaystyle f} is an analytic function on a closed disk of radius r with Taylor series…
- Wrapped exponential distribution In probability theory and directional statistics, a wrapped exponential distribution is a wrapped probability distribution that results from the "wrapping"…