dr. (Christiaan) C. Heij

dr. (Christiaan) C. Heij
Assistant Professor Erasmus School of Economics Econometrics
Location
Erasmus University Rotterdam
Room
H 11-07
Telephone
+31 10 4081269
Email
heij@ese.eur.nl

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Christiaan Heij is assistant professor in statistics and econometrics at the Econometric Institute. His research and lecturing activities are focused on econometrics and on statistical research…

Christiaan Heij is assistant professor in statistics and econometrics at the Econometric Institute. His research and lecturing activities are focused on econometrics and on statistical research methods in economics and business. Some of his more recent research activities are in macroeconimic forecasting, prediction and planning of surgical procedure times, survey effects in opinion polls, and maritime safety. He is chairman of the educational board ("Opleidingscommissie") for econometrics and operations research.

      • H.P. Boswijk, P.H.B.F. Franses & C. Heij (2008). Voorspellen met modellen (Zebra, 28). Utrecht: Epsilon
      • C. Heij, A.C.M. Ran & F. Schagen (2007). Introduction to Mathematical Systems Theory. Basel: Birkhauser
      • C. Heij, P.M.C. de Boer, P.H.B.F. Franses, T. Kloek & H.K. van Dijk (2004). Econometric Methods with Applications in Business and Economics. Oxford: Oxford University Press
      • C. Heij, P.M.C. de Boer, P.H.B.F. Franses, T. Kloek & H.K. van Dijk (2004). Solutions Manual for Econometric Methods with Applications in Business and Economics. Oxford: Oxford University Press
      • C. Heij, H. Schumacher, B. Hanzon & K. Praagman (1997). System Dynamics in Economic and Financial Models (Financial Economics and Quantitative Analysis). Chichester: John Wiley & Sons
      • C. Heij (1989). Deterministic Identification of Dynamical Systems (Lecture Notes in Control and Information Sciences, vol. 127). Berlin: Springer
      • C. Heij (1999). To behave or not to behave: modelling misbehaviour. In J.W. Polderman & H.L. Trentelman (Eds.), The mathematics of systems and control: From intelligent control to behavioral systems (pp. 43-58). Groningen: University of Groningen
      • C. Heij (1998). Selection of the number of inputs and states. In V.D. Blondel, E.D. Sontag, M. Vidyasagar & J.C. Willems (Eds.), Open problems in mathematical systems and control theory (pp. 115-119). London: Springer
      • W. Scherrer & C. Heij (1998). Estimation of factor models by realization-based and approximation methods. In A. Beghi, L. Finesso & G. Picci (Eds.), Mathematical theory of networks and systems (pp. 867-870). Padova: Il Poligrafo
      • C. Heij (1997). Econometrie in wetenschappelijke praktijk. In H.K. van Dijk, R. Harkema, P. Kooiman & P.C. Schotman (Eds.), Kritisch & Constructief, 40 jaar grensverkenningen in de econometrie (NUGI, 681) (pp. 249-264). Rotterdam: EUR
      • C. Heij, W. Scherrer & M. Deistler (1997). System identification by dynamic factor models. In M. Peshkin (Ed.), Proceedings of the 36th Conference on Decesion and Control (pp. 157-162). Piscataway, NJ: IEEE
      • C. Heij & W. Scherrer (1997). Behavioural approximation of stochastic processes by rank reduced spectra. In M. Peshkin (Ed.), Proceedings of the 35th Conference on Decision and Control, Kobe, Japan (pp. 707-711). Piscataway, NJ, USA: IEEE
      • C. Heij, H. Schumacher, B. Hanzon & K. Praagman (1997). Introduction. In C. Heij, H. Schumacher, B. Hanzon & K. Praagman (Eds.), System Dynamics in Economic and Financial Models (Financial Economics and Quantitative Analysis) (pp. xvii-xxvi). Chichester: John Wiley & Sons
      • C. Heij & W. Scherrer (1996). Consistency of global total least squares in stochastic system identification. In H-F. Chen & B. Wahlberg (Eds.), Proceedings IFAC-13th World Congress (Volume I) (pp. 19-24). San Francisco: IFAC
      • C. Heij & B. Roorda (1994). A behavioural approach to l2-approximation. In U. Helmke, R. Mennicken & J. Saurer (Eds.), Systems and networks: Mathematical theory and applications Volume 2 (pp. 207-210). Berlin: Akademie Verlag
      • C. Heij & B. Roorda (1994). Noise minimization in factor models. In M. Blanke & T. Söderström (Eds.), Tenth IFAC symposium on system identification Volume 3 (pp. 203-206). Copenhagen: IFAC
      • C. Heij (1994). System identification by approximate realization. In J. Grasman & G. van Straten (Eds.), Predictability and nonlinear modelling in natural sciences and economics (pp. 312-321). Dordrecht: Kluwer
      • C. Heij (1991). System identification from an arbitrary observed impulse response. In G.B. Di Masi, A.M. Kurzhanski & A. Gombani (Eds.), Modelling, Estimation and Control of Systems with Uncertainty, Progress in Systems and Control Theory, vol. 10 (pp. 155-166). Boston: Birkhäuser
      • C. Heij (1990). System identifiability for the procedure of most powerful unfalsified modelling. In M.A. Kaashoek, J.H. van Schuppen & A.C.M. Ran (Eds.), Realization and Modelling in System Theory, Progress in Systems and Control Theory, vol. 3 (pp. 437-447). Boston: Birkhäuser
      • C. Heij & J.C. Willems (1989). A deterministic approach to approximate modelling. In J.C. Willems (Ed.), From Data to Model (pp. 49-134). Berlin: Springer
      • C. Heij & J.C. Willems (1988). Consistency analysis of approximate modelling procedures. In C.F. Martin, R.E. Saeks & C.I. Byrnes (Eds.), Linear Circuits, Systems and Signal Processing: Theory and Application (pp. 445-456). Amsterdam: North Holland
      • C. Heij (1987). Approximate modelling of deterministic systems. In R.F. Curtain (Ed.), Modelling, Robustness and Sensitivity Reduction in Control Systems (pp. 271-283). Berlin: Springer
      • J.C. Willems & C. Heij (1986). 2-systems and their scattering representation. In H. Bart, I. Gohberg & M.A. Kaashoek (Eds.), Operator theory and systems, Operator Theory: Advances and Applications, vol. 19 (pp. 443-448). Basel: Birkhäuser
      • J.C. Willems & C. Heij (1986). Scattering theory and approximation of linear systems. In C.I. Byrnes & A. Lindquist (Eds.), Modelling, Identification and Robust Control (pp. 397-411). Amsterdam: North-Holland
      • T.Y. Kim, R. Dekker & C. Heij (2016). Spare part demand forecasting for consumer goods using installed base information. (Intern rapport, EI report serie, no EI2016-11). Rotterdam: Econometric Institute
      • T.Y. Kim, R. Dekker & C. Heij (2016). The impact of forecasting errors on warehouse labor efficiency: A case study in consumer electronics. (Intern rapport, EI report serie, no EI2016-10). Rotterdam: Econometric Institute
      • C. Heij & S. Knapp (2014). Effects of Wind Strength and Wave Height on Ship Incident Risk: Regional Trends and Seasonality. (EI report serie, no EI 2014-15). Rotterdam: Econometric Institute
      • C. Heij & S. Knapp (2014). Dynamic in the Dry Bulk Market: Economic Activity, Trade Flows, and Safety in Shipping. (Intern rapport, EI reprint serie, no EI-1612). Rotterdam: Economic Institute
      • P. Exterkate, D.J.C. van Dijk, C. Heij & P.J.F. Groenen (2013). Forecasting the Yield Curve in a Data-Rich Environment Using the Factor-Augmented Nelson-Siegel Model. (EI reprint serie, no EI-1598). Rotterdam: Econometric Institute
      • T.Y. Kim, R. Dekker & C. Heij (2013). The Impact of Forecasting Errors on Warehouse Labor Efficiency: A Case Study in Consumer Electronics. (Intern rapport, EI report serie, no EI 2013-15). Rotterdam: Econometric Institute
      • S. Knapp, C. Heij, R. Henderson & E. Kleverlaan (2013). Ship incident risk in the areas of Tubbataha and Banc d' Arguin: A case for designation as particular sensitive sea area. (Intern rapport, EI report serie, no EI 2013-16). Rotterdam: Econometric Institute
      • C. Heij & S. Knapp (2012). Dynamics in the Dry Bulk Market: Economic Activicy, Trade Flows, and Safety in Shipping. (Intern rapport, EI report serie, no EI 2012-18). Rotterdam: Econometric Institute
      • P.S. Stepaniak, C. Heij, M.P. Buise, G.H.H. Mannaerts, J. Smulders & S. Nienhuijs (2012). Bariatric Surgery with Operating Room Teams that Stayed Fixed During the Day: A Multicenter Study Analyzing the Effects on Patient Outcomes, Teamwork and Safety Climate, and Procedure Duration. (Intern rapport, EI reprint serie, no EI-1594). Rotterdam: Econometric Institute
      • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2011). Real-Time Macroeconomic Forecasting with Leading Indicators: An Empirical Comparison. (Preprints, EI reprint reeks, no EI-1555). Rotterdam: Econometric Institute
      • P. Exterkate, P.J.F. Groenen, C. Heij & D.J.C. van Dijk (2011). Nonlinear forecasting with many predictors using kernel ridge regression. (Preprints). Rotterdam: Tinbergen Institute Discussion Paper TI 11-007
      • C. Heij & S. Knapp (2011). Risk Evaluation at Individual Ship and Company Level. (Intern rapport, EI report serie, no EI 2011-23). Rotterdam: Econometric Institute
      • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2011). Forecasting with Leading Indicators by means of the Principal Covariate Index. (Intern rapport, EI reprint reeks, no EI-1563). Rotterdam: Econometric Institute
      • S. Knapp, G.E. Bijwaard & C. Heij (2011). Estimated incident cost savings in shipping due to inspections. (Intern rapport, EI reprint reeks, no EI-1561). Rotterdam: Econometric institute
      • C. Heij & S. Knapp (2011). Risk evaluation methods at individual ship and company level. (Preprints, Econometric Institute Report, no EI2011-23). Rotterdam: Econometric Institute
      • C. Heij & P.H.B.F. Franses (2011). Correcting for Survey Effects in Pre-Election Polls. (Intern rapport, EI reprint reeks, no EI-1564). Rotterdam: Econometric Institute
      • S. Knapp, G.E. Bijwaard & C. Heij (2010). Estimated incident cost savings in shipping due to inspections. (Preprints, EI report serie, no EI 2010-28). 3000 DR Rotterdam: DEPARTMENT OF ECONOMETRICS
      • P. Exterkate, D.J.C. van Dijk, C. Heij & P.J.F. Groenen (2010). Forecasting the yield curve in a data-rich environment using the factor-augmented Nelson-Siegel model. (Preprints, EI report serie, no EI 2010-06). 3000 DR Rotterdam: DEPARTMENT OF ECONOMETRICS
      • C. Heij & P.H.B.F. Franses (2010). Correcting for survey effects in pre-election polls. (Preprints, EI report serie, no EI 2010-20). 3000 DR Rotterdam: DEPARTMENT OF ECONOMETRICS
      • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2009). Macroeconomic forecasting with matched principal components. (Intern rapport, EI reprint reeks, no EI-1499). 3000 DR Rotterdam: DEPARTMENT OF ECONOMETRICS
      • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2009). Macroeconomic Forecasting with Real-Time Data: An Empirical Comparison. (Intern rapport, EI report serie, no EI 2009-27). 3000 DR Rotterdam: DEPARTMENT OF ECONOMETRICS
      • C. Heij, P.J.F. Groenen & D.J.C. van Dijk (2007). Forecast comparison of principal component regression and principal covariate regression. (Intern rapport, Econometric Institute Reprint, no EI-1498). 3000 DR Rotterdam: Econometrics
      • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2007). Improved forecasting with leading indicators: the principal covariate index. (Intern rapport, Econometric Institute Report, no EI 2007-23). 3000 DR Rotterdam: Econometrics
      • P. Clarijs, B.A. Hogeling, P.H.B.F. Franses & C. Heij (2007). Evaluation of survey effects in pre-election polls. (Intern rapport, EI report serie, no EI 2007-50). 3000 DR Rotterdam: Econometrics
      • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2006). Improved construction of diffusion indexes for macroeconomic forecasting. (Intern rapport, Econometric Institute Report, no EI 2006-03). 3000 DR Rotterdam: Econometrics
      • C. Heij, P.J.F. Groenen & D.J.C. van Dijk (2006). Time series forecasting by principal covariate regression. (Intern rapport, Econometric Institute Report, no EI 2006-37). 3000 DR Rotterdam: Econometrics
      • C. Heij & P.H.B.F. Franses (2006). Prediction beyond the survey sample: correcting for survey effects on consumer decisions. (Intern rapport, Econometric Institute Report, no EI 2006-48). 3000 DR Rotterdam: Econometrics
      • C. Heij, P.J.F. Groenen & D.J.C. van Dijk (2005). Forecast comparison of principal component regression and principal covariate regression. (Intern rapport, Econometric Institute Report Serie, no EI 2005-28). 3000 DR Rotterdam: Econometrics
      • P.H.B.F. Franses & C. Heij (2002). Estimated, parameters do not get the 'wrong sign' due to collinearity across included variables. (Intern rapport, ERIM Report Series 2002, no 31-MKT). :
      • W. Scherrer & C. Heij (1998). Estimation of factor models by realization-based and approximation methods. (Intern rapport, Econometric Institute, no 9831). :
      • C. Heij, W. Scherrer & M. Deistler (1997). System identification by dynamic factor models. (Intern rapport, Econometric Institute, no 9744/A). :
      • W. Scherrer & C. Heij (1997). Identification of system behaviours by approximation of time series data. (Intern rapport, Econometric Institute, no 9710/A). Rotterdam: Erasmus University Rotterdam
      • C. Heij & W. Scherrer (1996). Consistency of system identification by global total least squares. (Intern rapport, Econometric Institute, no 9635/A). :
      • C. Heij, M. van Regenmortel, H. Steehouwer, V. Voeten & S. de Wijs (1996). Onzekerheid over de baten van de Betuwelijn. (Intern rapport, Econometric Institute, no 9613/A). :
      • C. Heij & W. Scherrer (1996). Behavioural approximation of stochastic processes by rank reduced spectra. (Intern rapport, Econometric Institute, no 9610/A). :
      • C. Heij & W. Scherrer (1995). Consistency of global total least squares in stochastic system identification. (Intern rapport, Discussion Paper, no TI 9522/A). :
      • C. Heij & W. Scherrer (1994). On the consistency of identification by dynamic factor models. In Proceedings 33-rd Conference on Decision and Control (pp. 2880-2885). Lake Buena Vista: IEEE
      • B. Roorda & C. Heij (1993). On 2-optimal approximate modelling of vector time series. In Proceedings 2-nd European Control Conference (pp. 1219-1224). Groningen: ECC
      • B. Roorda & C. Heij (1993). The 2-optimal approximate modelling problem. In Proceedings 32-nd Conference on Decision and Control (pp. 3648-3651). San Antonio: IEEE
      • C. Heij & B. Roorda (1991). A modified canonical correlation approach to approximate state space modelling. In Proceedings of the 30-th Conference on Decision and Control, IEEE (pp. 1343-1348). Brighton: IEEE
      • C. Heij (1991). The realization problem for non-causal systems. In Proceedings 30-th Conference on Decision and Control (pp. 9-10). Brighton: IEEE
      • C. Heij & J.C. Willems (1990). On the specification of goodness of fit for linear systems. In Ü. Jaakso & V.I. Utkin (Eds.), Automatic Control, vol. II (pp. 245-250). Tallinn: IFAC
      • C. Heij (1989). Corroboration, compatibility and system identifiability for multiple observed finite time series. In V. Strejc (Ed.), System Structure and Control: State-space and Polynomial Methods (pp. 87-89). Prague: IFAC
      • C. Heij (1988). On identifiability of finite dimensional linear systems. In Proceedings 27-th Conference on Decision and Control (pp. 1823-1826). Austin: IEEE
      • C. Heij (1986). Exact modelling of a finite data sequence. In Proceedings 25-th Conference on Decision and Control (pp. 1743-1744). Athens: IEEE
      • C. Heij & H.W. Volberda (2016, juli 7). How does co-creation with customers contribute to a firm's disruptive innovation performance? The moderating role of customer market power. Napels, EGOS Conference, Sub-theme 29: Understanding Power and Readiness to Change by Studying the Interactions and Perceptions among Leaders and Followers.
  • Inleiding statistiek

    Title
    Inleiding statistiek
    Year
    2018
    Period
    BLOK1
    Year level
    bachelor 1 (Bachelor Econometrie en Operationele Research)

    Introduction to Statistics

    Title
    Introduction to Statistics
    Year
    2018
    Period
    BLOK1
    Year level
    bachelor 1 (International Bachelor Econometrics and Operations Research), bachelor 1 (BSc² Econometrics/Economics)

    Econometrie 1

    Title
    Econometrie 1
    Year
    2018
    Period
    BLOK3
    Year level
    bachelor 2 (Bachelor Econometrie en Operationele Research), pre-master (Pre-Master Econometrics and Management Science)

    Econometrics 1

    Title
    Econometrics 1
    Year
    2018
    Period
    BLOK3
    Year level
    bachelor 2 (International Bachelor Econometrics and Operations Research), bachelor 2 (BSc² Econometrics/Economics), pre-master (Pre-Master Econometrics and Management Science)

    Inleiding statistiek

    Title
    Inleiding statistiek
    Year
    2017
    Period
    BLOK1
    Year level
    bachelor 1 (Bachelor Econometrie en Operationele Research)

    Introduction to Statistics

    Title
    Introduction to Statistics
    Year
    2017
    Period
    BLOK1
    Year level
    bachelor 1 (International Bachelor Econometrics and Operations Research), bachelor 1 (BSc² Econometrics/Economics)

    Econometrie 1

    Title
    Econometrie 1
    Year
    2017
    Period
    BLOK3
    Year level
    bachelor 2 (Bachelor Econometrie en Operationele Research), pre-master (Pre-Master Econometrics and Management Science)

    Econometrics 1

    Title
    Econometrics 1
    Year
    2017
    Period
    BLOK3
    Year level
    bachelor 2 (International Bachelor Econometrics and Operations Research), bachelor 2 (BSc² Econometrics/Economics), pre-master (Pre-Master Econometrics and Management Science)
    • Thai Young Kim

      Data-driven Warehouse Management in Global Supply Chains

  • Assistant Professor

    University
    Erasmus University Rotterdam
    School
    Erasmus School of Economics
    Department
    Econometrics
    Country
    Nederland
    Telephone
    +31 10 4081269

Address

Visiting address

Burg. Oudlaan 50 3062 PA Rotterdam

Postal address

Postbus 1738 3000 DR Rotterdam