Mining Causal Hypotheses in Categorical Time Series by Iterating on Binary Correlations

Lecture Notes in Computer Science - Machine Learning and Knowledge Extraction ◽

10.1007/978-3-030-84060-0_7 ◽

2021 ◽

pp. 99-114

Author(s):

Bora I. Kumova ◽

Dirk Saller

Keyword(s):

Time Series ◽

Categorical Time Series

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Analyzing categorical time series in the presence of missing observations

Statistics in Medicine ◽

10.1002/sim.9089 ◽

2021 ◽

Author(s):

Christian H. Weiß

Keyword(s):

Time Series ◽

Missing Observations ◽

Categorical Time Series

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Regression Models for Categorical Time Series

Regression Models for Time Series Analysis - Wiley Series in Probability and Statistics ◽

10.1002/0471266981.ch3 ◽

2005 ◽

pp. 89-137

Keyword(s):

Time Series ◽

Regression Models ◽

Categorical Time Series

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Sieve Bootstrap With Variable-Length Markov Chains for Stationary Categorical Time Series

Journal of the American Statistical Association ◽

10.1198/016214502760046998 ◽

2002 ◽

Vol 97 (458) ◽

pp. 443-471 ◽

Author(s):

Peter Bühlmann

Keyword(s):

Time Series ◽

Markov Chains ◽

Variable Length ◽

Sieve Bootstrap ◽

Categorical Time Series

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Model Selection Criteria for Model-Based Clustering of Categorical Time Series Data: A Monte Carlo Study

Studies in Classification, Data Analysis, and Knowledge Organization - Advances in Data Analysis ◽

10.1007/978-3-540-70981-7_3 ◽

2007 ◽

pp. 23-30 ◽

Author(s):

José G. Dias

Keyword(s):

Time Series ◽

Monte Carlo ◽

Model Selection ◽

Selection Criteria ◽

Time Series Data ◽

Monte Carlo Study ◽

Series Data ◽

Model Selection Criteria ◽

Model Based Clustering ◽

Categorical Time Series

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Categorical Time Series Analysis

Wiley StatsRef: Statistics Reference Online ◽

10.1002/9781118445112.stat08132 ◽

2018 ◽

pp. 1-8

Author(s):

Christian H. Weiß

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Series Analysis ◽

Categorical Time Series

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Statistical Analysis of Categorical Time Series of Atmospheric Elementary Circulation Mechanisms - Dzerdzeevski Classification for the Northern Hemisphere

PLoS ONE ◽

10.1371/journal.pone.0154368 ◽

2016 ◽

Vol 11 (4) ◽

pp. e0154368 ◽

Author(s):

Mihael Brenčič

Keyword(s):

Time Series ◽

Statistical Analysis ◽

Northern Hemisphere ◽

Categorical Time Series

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Forecasting of Categorical Time Series Using a Regression Model

Economic Quality Control ◽

10.1515/eqc.2003.223 ◽

2003 ◽

Vol 18 (2) ◽

Author(s):

Helmut Pruscha ◽

Axel Göttlein

Keyword(s):

Time Series ◽

Regression Model ◽

Categorical Time Series

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Observation-driven generalized state space models for categorical time series

Statistics & Probability Letters ◽

10.1016/j.spl.2009.08.023 ◽

2009 ◽

Vol 79 (24) ◽

pp. 2462-2468

Author(s):

X. Zhen ◽

I.V. Basawa

Keyword(s):

Time Series ◽

State Space ◽

State Space Models ◽

Categorical Time Series ◽

Generalized State Space ◽

Generalized State

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Discovering patterns in categorical time series using IFS

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2008.02.018 ◽

2008 ◽

Vol 52 (9) ◽

pp. 4369-4379 ◽

Author(s):

Christian H. Weiß ◽

Rainer Göb

Keyword(s):

Time Series ◽

Categorical Time Series

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Rule generation for categorical time series with Markov assumptions

Statistics and Computing ◽

10.1007/s11222-009-9141-z ◽

2009 ◽

Vol 21 (1) ◽

pp. 1-16 ◽

Author(s):

Christian H. Weiß

Keyword(s):

Time Series ◽

Rule Generation ◽

Categorical Time Series

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