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Intro to Time Series
Introduction to Time Series
Time Series Components
Stationary vs Non-Stationary Time Series
Autocorrelation and Partial Autocorrelation
Moving Average & Exponential Smoothing
ARIMA Models
Model Selection & Diagnostic Checking
Forecasting with Time Series Models
Seasonal ARIMA Models
Multivariate Time Series Analysis
Spectral Analysis in Time Series
State-Space Models & Kalman Filtering
Time Series Regression & Intervention Analysis
Volatility Models: ARCH and GARCH
Time Series in Finance and Economics
Environmental Science Applications
Glossary
All Key Terms
Intro to Time Series
Browse all Intro to Time Series Key Terms
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δy_t
ϵ_t
A
Acf
Acf plot
Additive decomposition
Additive model
Additive seasonality
Adjustment Coefficient
AIC
AIC - Akaike Information Criterion
Air quality monitoring
Akaike Information Criterion
Akaike Information Criterion (AIC)
Aliasing
Alpha
Annotations
Appreciation
Ar(p)
ARCH model
ARIMA
ARIMA Model
ARIMA Model Identification
ARIMA Models
ARIMA(p,d,q)
ARMA
ARMA Models
Atmospheric transport
Augmented Dickey-Fuller (ADF) Test
Augmented dickey-fuller test
Autocorrelated errors
Autocorrelation
Autocorrelation Coefficient
Autocorrelation function
Autocorrelation Function (ACF)
Autocovariance Function
Autocovariance structure
Autoregression
Autoregressive component
Autoregressive integrated moving average (ARIMA)
Autoregressive models
Autoregressive term
Autoregressive terms
Averaging
B
Bar plot
Bartlett Method
Bayesian Information Criterion
Bayesian Information Criterion (BIC)
Bear market
Beta
BFGS
Bias
Bias-variance tradeoff
BIC
Bidirectional Relationship
Bontemps
Box-Cox Transformation
Box-Jenkins methodology
Break Point
Breakpoints
Breusch-Godfrey Test
Bull Market
Burg's Method
Business cycle
C
Capital flows
Causality
Change point detection
Change-point analysis
Chemical transformations
Chi-squared distribution
Chi-squared test
Chow Test
Christopher A. Sims
Clive W.J. Granger
Cochrane-Orcutt Procedure
Coefficient of determination
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About Us
About Fiveable
Blog
Careers
Testimonials
Code of Conduct
Terms of Use
Privacy Policy
CCPA Privacy Policy
Resources
Cram Mode
AP Score Calculators
Study Guides
Practice Quizzes
Glossary
Crisis Text Line
Request a Feature
Report an Issue
© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.
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