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Least Absolute Deviation (LAD) Line Fitting / Regression

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#algorithms #convex-optimization #computational-geometry #linear-regression #robust-statistics
9.5k
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Calculating Median of grouped frequency distribution using (N+1) rather than (N)

Published on
#statistics #order-statistics #robust-statistics
79
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Robustness of estimators

Published on
#statistics #robust-statistics
187
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Examples when Bootstrap-t-test should be used

Published on
#statistics #statistical-inference #robust-statistics
399
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Proofs for consistency of estimating equations / M-estimators without a compact parameter space?

Published on
#probability-theory #asymptotics #parameter-estimation #robust-statistics
881
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Robust line segment fitting to a digital path

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#regression #image-processing #robust-statistics
1.6k
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Stationary of Moving Average Process

Published on
#probability #statistics #time-series #descriptive-statistics #robust-statistics
166
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How to prove that the optimal point for a quasilinear function lies in its extreme points

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#optimization #convex-analysis #robust-statistics
25
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Estimate scale parameter from 5% contaminated mean-zero normal sample

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#robust-statistics
2k
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How to tell if two samples come from the same probability distribution?

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#statistical-inference #robust-statistics
30
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Multivariate robust estimation for high dimension

Published on
#statistics #parameter-estimation #robust-statistics
360
Views

Proximal Operator / Proximal Mapping of the Huber Loss Function

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#optimization #convex-optimization #matlab #proximal-operators #robust-statistics
66
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Time series determined by other time series

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#stochastic-processes #statistical-inference #least-squares #time-series #robust-statistics
190
Views

Best optimization method for minimizing error of estimated default probability

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#optimization #regression-analysis #logistic-regression #robust-statistics
132
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optimal orthogonal matrix in L1 sense

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#optimization #convex-optimization #numerical-optimization #robust-statistics

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