Quantitative Analysis

Breaking the trendBreaking the trend

Breaking the trend

Yet, if we think of walking, we do spend a good deal of our life doing just that. Surprisingly, we… Read More

9 years ago
Causal data analysis by Granger Causality Test in EViewsCausal data analysis by Granger Causality Test in EViews

Causal data analysis by Granger Causality Test in EViews

  As we have learned in previous posts, that, causality defines the relationship between two variables. In this section, we… Read More

10 years ago

Concept of Causality and Causal Variables

  Causality is the relationship between two variables, the first being cause and the second being effect. There are two… Read More

10 years ago
Volatility models by ARCH & GARCH econometrics using eviewsVolatility models by ARCH & GARCH econometrics using eviews

Volatility models by ARCH & GARCH econometrics using eviews

  Volatility models by ARCH & GARCH econometrics using eviews   In order to investigate Volatility models by ARCH &… Read More

10 years ago
ARCH models & generalized autoregressive conditional heteroskedasticityARCH models & generalized autoregressive conditional heteroskedasticity

ARCH models & generalized autoregressive conditional heteroskedasticity

  Concept of volatility   If the water changes to gas then this is called volatility. Similarly, if data has… Read More

10 years ago
Autoregressive distributed lag model by Vector autoregressionAutoregressive distributed lag model by Vector autoregression

Autoregressive distributed lag model by Vector autoregression

Autoregressive distributed lag model     The above model contains ARDL (autoregressive distributed lag model) in addition to VAR / vector… Read More

10 years ago
Auto Regreser (AR) process and Auto Regressive distributed lag (ARDL) ModelAuto Regreser (AR) process and Auto Regressive distributed lag (ARDL) Model

Auto Regreser (AR) process and Auto Regressive distributed lag (ARDL) Model

The prediction of dependent variable by the predictors (independent Variable) is called regression.     If the previous lags of… Read More

10 years ago
Johansen cointegration testJohansen cointegration test

Johansen cointegration test

Cointegration   Before jumping to johansen cointegration test you first need to understand Cointegration. If two dependent variables are associated… Read More

10 years ago
Seemingly unrelated regression model (SURE)Seemingly unrelated regression model (SURE)

Seemingly unrelated regression model (SURE)

Before jumping to SURE or seemingly unrelated regression model, you need to understand following important terms:   If two variables… Read More

10 years ago
Relationship / Association between variablesRelationship / Association between variables

Relationship / Association between variables

Relationship tells the association between two variables. There are four types of relationships: Deterministic Relationship (DR): Output and the input… Read More

10 years ago