E27 - Forecasting and Simulation: Models and Applications

• Modelling the Macrofinancial Effects of a House Price Correction in Canada

  Staff Analytical Note 2018-36 Thibaut Duprey, Xuezhi Liu, Cameron MacDonald, Maarten van Oordt, Sofia Priazhkina, Xiangjin Shen, Joshua Slive

  We use a suite of risk-assessment models to examine the possible impact of a hypothetical house price correction, centred in the Toronto and Vancouver areas. We also assume financial stress significantly amplifies the macroeconomic impact of the house price decline.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Financial institutions, Financial stability, Housing JEL Code(s): E, E2, E27, E3, E37, E4, E44, G, G2, G21

• The Framework for Risk Identification and Assessment

  Technical Report No. 113 Cameron MacDonald, Virginie Traclet

  Risk assessment models are an important component of the Bank’s analytical tool kit for assessing the resilience of the financial system. We describe the Framework for Risk Identification and Assessment (FRIDA), a suite of models developed at the Bank of Canada to quantify the impact of financial stability risks to the broader economy and a range of financial system participants (households, businesses and banks).

  Content Type(s): Staff research, Technical reports Topic(s): Economic models, Financial institutions, Financial stability, Housing JEL Code(s): C, C3, C5, C6, C7, D, D1, E, E0, E00, E2, E27, E3, E37, E4, E47, G, G0, G2, G21

• Can Media and Text Analytics Provide Insights into Labour Market Conditions in China?

  Staff Working Paper 2018-12 Jeannine Bailliu, Xinfen Han, Mark Kruger, Yu-Hsien Liu, Sri Thanabalasingam

  The official Chinese labour market indicators have been seen as problematic, given their small cyclical movement and their only-partial capture of the labour force. In our paper, we build a monthly Chinese labour market conditions index (LMCI) using text analytics applied to mainland Chinese-language newspapers over the period from 2003 to 2017.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics, Labour markets JEL Code(s): C, C3, C38, C5, C55, E, E2, E24, E27

• Alternative Scenario to the October 2017 MPR Base-Case Projection: Higher Potential Growth

  Staff Analytical Note 2017-18 Jing Yang, Ben Tomlin, Olivier Gervais

  We construct an alternative scenario in which trend labour input and business investment are stronger than that expected in the Bank of Canada’s base-case projection in the October 2017 Monetary Policy Report.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Inflation and prices, Monetary policy, Potential output JEL Code(s): E, E2, E22, E24, E27, E5

• Implementing Cross-Border Interbank Lending in BoC-GEM-FIN

  Staff Discussion Paper 2016-19 Malik Shukayev, Argyn Toktamyssov

  BIS interbank lending data show that the Great Recession generated large and persistent changes in the international interbank lending positions of various countries. The main objective of this study is to understand the role of changes in international interbank credit flows in transmitting shocks across borders.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Business fluctuations and cycles, Economic models, International topics JEL Code(s): E, E2, E27, E3, E37, F, F4, F47

• The Case of Serial Disappointment

  Staff Analytical Note 2016-10 Justin-Damien Guénette, Nicholas Labelle, Martin Leduc, Lori Rennison

  Similar to those of other forecasters, the Bank of Canada’s forecasts of global GDP growth have shown persistent negative errors over the past five years. This is in contrast to the pre-crisis period, when errors were consistently positive as global GDP surprised to the upside. All major regions have contributed to the forecast errors observed since 2011, although the United States has been the most persistent source of notable errors.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles, Domestic demand and components, Economic models, International topics, Monetary policy and uncertainty, Potential output JEL Code(s): E, E2, E27, E6, E66, F, F0, F01

• Crude Oil Prices and Fixed-Asset Cash Spending in the Oil and Gas Industry: Findings from VAR Models

  Staff Analytical Note 2016-8 Farrukh Suvankulov

  This note investigates the relationship between crude oil prices and investment in the energy sector. We employ a set of vector autoregression (VAR) models (unconstrained VAR, vector error-correction and Bayesian VAR) to formalize the relationship between the West Texas Intermediate (WTI) benchmark and fixed-asset cash spending in the oil and gas extraction and support activities sector of the Canadian economy.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Domestic demand and components, Econometric and statistical methods JEL Code(s): E, E2, E22, E27, Q, Q4, Q43, Q47

• Extending the Labour Market Indicator to the Canadian Provinces

  Staff Discussion Paper 2016-2 Alexander Fritsche, Katherine Ragan

  Calculating the labour market indicator (LMI) at the provincial level provides useful insights into Canada’s regional economies and reveals differing trends in the state of underlying labour market conditions across provinces. Conclusions based on the Canadian LMI do not necessarily translate to the provinces. In most cases, the correlations between the provincial LMIs and the underlying labour market variables have the expected sign.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Labour markets, Recent economic and financial developments JEL Code(s): E, E2, E24, E27, J, J2, J21, J23

• The Complex Adjustment of the Canadian Economy to Lower Commodity Prices

  Staff Analytical Note 2016-1 Julien Champagne, Nikita Perevalov, Hope Pioro, Dany Brouillette, Andrew Agopsowicz

  In this analytical note, we provide a comprehensive assessment of the complex structural adjustment facing the Canadian economy following the commodity price decline since mid-2014. We quantify separately the impacts coming from the commodity sector restructuring and the broader effect of significantly lower terms of trade.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles, Exchange rates, Labour markets, Potential output, Recent economic and financial developments JEL Code(s): E, E1, E17, E2, E27, E5, E52, J, J2, Q, Q0, Q00

• The Propagation of Industrial Business Cycles

  Staff Working Paper 2014-48 Maximo Camacho, Danilo Leiva-Leon

  This paper examines the business cycle linkages that propagate industry-specific business cycle shocks throughout the economy in a way that (sometimes) generates aggregated cycles. The transmission of sectoral business cycles is modelled through a multivariate Markov-switching model, which is estimated by Gibbs sampling.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Domestic demand and components, Econometric and statistical methods JEL Code(s): C, C2, C22, E, E2, E27, E3, E32