TY - JOUR
T1 - Introduction to Time Series Analysis in psychology
AU - Antichi, Lorenzo
AU - Giannini, M.
PY - 2022
Y1 - 2022
N2 - Time Series Analysis (TSA) is a statistical method that is slowly spreading in psychological research. Since it can be a very complex topic, this paper is an introduction that aims to explain the main concepts of TSA in the simplest possible way, facilitating the subsequent learning process. The article generally outlines the intensive longitudinal data (ILD), the components of a Time Series, the possible operations that can be done on this type of data, and the most common models to explain and predict the change of one or more variables over time.
AB - Time Series Analysis (TSA) is a statistical method that is slowly spreading in psychological research. Since it can be a very complex topic, this paper is an introduction that aims to explain the main concepts of TSA in the simplest possible way, facilitating the subsequent learning process. The article generally outlines the intensive longitudinal data (ILD), the components of a Time Series, the possible operations that can be done on this type of data, and the most common models to explain and predict the change of one or more variables over time.
KW - ARIMA
KW - Time Series Analysis
KW - VAR
KW - new research methods
KW - psychology research
KW - ARIMA
KW - Time Series Analysis
KW - VAR
KW - new research methods
KW - psychology research
UR - https://publicatt.unicatt.it/handle/10807/313504
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85145161167&origin=inward
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85145161167&origin=inward
U2 - 10.1421/105150
DO - 10.1421/105150
M3 - Articolo
SN - 0390-5349
VL - 49
SP - 365
EP - 395
JO - Giornale Italiano di Psicologia
JF - Giornale Italiano di Psicologia
IS - 2
ER -