Forecasting risks to the Canadian economic outlook at a daily frequency / by Chinara Azizova, Bruno Feunou and James Kyeong.: FB3-6/2023-19E-PDF
"In this paper, we estimate the distribution of future inflation and growth in real gross domestic product (GDP) for the Canadian economy at a daily frequency. To do this, we model the conditional moments (mean, variance, skewness and kurtosis) of inflation and GDP growth as moving averages of economic and financial conditions. Then, we translate the conditional moments into conditional distributions using a flexible parametric distribution known as the skewed generalized error distribution. We show that the probabilities of inflation and GDP growth derived from the conditional distributions accurately reflect realized outcomes during the sample period from 2002 to 2022. Our methodology offers daily frequency forecasts with flexible forecasting horizons. This is highly useful in an environment of elevated uncertainty surrounding the inflation and growth outlook"--Abstract, page ii.
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| Department/Agency | Bank of Canada, issuing body. |
|---|---|
| Title | Forecasting risks to the Canadian economic outlook at a daily frequency / by Chinara Azizova, Bruno Feunou and James Kyeong. |
| Series title | Staff discussion paper = Document d'analyse du personnel, 1914-0568 ; 2023-19 |
| Publication type | Series - View Master Record |
| Language | [English] |
| Format | Electronic |
| Electronic document | |
| Note(s) | "Last updated: September 13, 2023." Includes bibliographical references (pages 35-36). Includes abstracts in English and French. |
| Publishing information | Ottawa, Ontario, Canada : Bank of Canada = Banque du Canada, 2023. ©2023 |
| Author / Contributor | Azizova, Chinara, author. |
| Description | 1 online resource (ii, 36 pages) : charts. |
| Catalogue number |
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| Subject terms | Bank of Canada. Banque du Canada. Banks and banking -- Canada. Finance -- Canada. Gross domestic product -- Canada -- Forecasting. Gross domestic product -- Canada -- Econometric models. Banques -- Canada. Finances -- Canada. Produit intérieur brut -- Canada -- Prévision. Produit intérieur brut -- Canada -- Modèles économétriques. |
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