A Dynamic Factor Model for Nowcasting Household Consumption

نویسندگان

چکیده

A Dynamic Factor Model (DFM) is one of the time series models that can be used to forecast within a very short period in future known as nowcasting. This model accommodate frequency difference exists between monthly explanatory variables and response variable which measured quarterly. has been commonly economics especially household consumption for purpose constructing economic policies. The condition country reflected country's Gross Domestic Product (GDP). Consumption an important component GDP because its large proportion GDP. One activities meet various needs goods services referred consumption. paper discusses DFM based on varimax quartimax rotations. results show both rotational methods transmitting with same precision.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A dynamic lattice model for heterogeneous materials

In this paper, the mechanical behavior of three-phase inhomogeneous materials is modeled using the meso-scale model with lattice beams for static and dynamic analyses. The Timoshenko beam theory is applied instead of the classical Euler-Bernoulli beam theory and the mechanical properties of lattice beam connection are derived based on the continuum medium using the non-local continuum theory. T...

متن کامل

Nowcasting private consumption with TV sentiment

We perform principal components analyses of the University of Michigan Index of Consumer Sentiment and TV sentiment in order to gain information on their structure and information content. By introducing the new sentiment variable TV sentiment, gathered from sentiment from statements from over 10,000 TV news broadcasts in the United States, we nd that TV sentiment adds great value in nowcasting...

متن کامل

Nowcasting household income in the UK: initial methodology

In order to properly understand changes in households' economic well-being, it is important to have measures which reflect the experience of the typical household and can also provide a description of the distribution. However, the complexities of producing such measures means they are typically only available with a significant time lag. This article therefore presents an initial methodolgy fo...

متن کامل

An Afriat Theorem for the collective model of household consumption

An Afriat Theorem for the Collective Model of Household Consumption We provide a nonparametric ‘revealed preference’ characterization of rational household behavior in terms of the collective consumption model, while accounting for general (possibly non-convex) individual preferences. We establish a Collective Axiom of Revealed Preference (CARP), which provides a necessary and sufficient condit...

متن کامل

Simulation models for household consumption

Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study or r...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Indonesian Journal of Statistics and Applications

سال: 2022

ISSN: ['2599-0802']

DOI: https://doi.org/10.29244/ijsa.v6i2p202-212