Research on Latent Variable Models
 Knott, M., M. T. Albanese and J. Galbraith. Scoring attitudes to
abortion. The Statistician, 40:217223, 1990.
 Albanese, M. T. and M. Knott. Measurement of the attitudes to
environment using latent variable models. Ciência e Cultura
, 43:439442, 1991.
 Albanese, M. T. and M. Knott. TWOMISS: a computer program
for fitting a one or two factor logitprobit latent variable model to binary
data when observations may be missing. Technical report, Statistics Department,
London School of Economics and Political Science, 1992.
 Albanese, MariaTeresa and Martin Knott. Measurement
of the attitudes to environment using latent variable models. Ciência
e Cultura, 1992.
 Albanese, M. T. and M. Knott. A latent variable
for attitudes to employment. Proceedings of the 10th simpósio
nacional de probobilidade e estatistica. Rio de Janeiro, 1992.
 Bartholomew, D. J. and M. Knott. Scale construction
by maximising reliability. In K. Haagen, D. J. Bartholomew and M. Deistler,
editors, Statistical modelling and latent variables. North Holland,
Amsterdam, New York and Oxford, 1993.
 Knott, M. and D. J. Bartholomew. Scoring
binary responses for maximium reliability. Psychometrika, 58:331338,
1993
 Knott, M. and M. T. Albanese. Conditional
distributions of a latent variable and scoring for binary data. Revista
Brasileira de Probabilidade e Estatística, 6:171188, 1993.
 Knott, M. and M. T. Albanese. POLYMISS:
a computer program for fitting a one or two factor logitprobit latent
variable model to polytomous data when observations may be missing. Technical
report, Statistics Department, London School of Economics and Political Science,
England & Universidade Federal do Rio Grande do Sul, Brazil, 1993.
 Albanese, M. T. and M. Knott.
Bootstrapping latent variable models for binary response. The British
Journal of Mathematical and Statistical Psychology, 47:235246, 1994.
 Moustaki, I. and M. Knott.
Generalized latent trait models. Statistics Research Report, 36, London School
of Economics and Political Science, Statistics Department, Houghton Street,
London WC2A 2AE, 1997.
 Knott, M. and P. Tzamourani.
Fitting a latent trait model for missing observations to racial prejudice
data. In J. Rost and R. Langeheine, editors, Applications of latent trait
and latent class models in the social sciences. Waxmann, Münster,
1997.
 Bartholomew, D.
J. and M. Knott. Latent variable models and factor analysis, volume
7 of Kendall Library of Statistics, London, 1999. Arnold, London,
Second Edition edition, 1999.

 Moustaki,
I. and M. Knott. Latent variable models for nonignorable nonresponse.
Methods
of Psychological Research, IV(1, 2):9, 1999.
Moustaki, I. and M.Knott. Weighting
for item nonresponse in attitude scales using latent variable models with
covariates. Statistics Research
Report, 53, London School of Economics and Political Science, Statistics
Department, Houghton Street, London WC2A 2AE, 2000.
 Moustaki,
I. and M. Knott. Weighting for item nonresponse in attitude scales by using
latent variable models with covariates. Journal of the Royal Statistical
Society, Series A(163):445459, 2000.
 Moustaki,
I. and M. Knott. Generalized latent trait models. Psychometrika
, 65:391411, 2000.

Tzamourani, P. and M. Knott. Fully semiparametric estimation of the twoparameter
latent trait model for binary data and optimisation criteria for the empirical
prior. 2000. SMABS 2000 Conference paper.

Moustaki, I. and M. Knott. Use of latent variable models in real applications
and a discussion on the statistical and computational features of software
available. 2001. EMPG 2001 Conference paper.

Tzamourani, P. and M. Knott. Fully semiparametric estimation of the twoparameter
latent trait model for binary data. In G.A. Marcoulides and I. Moustaki editors,
Latent Variable and Latent Structure Models.Lawrence Erlbaum
Associates, Mahwah, 2002.

Moustaki. I and M. Knott. Computational Aspects of the EM and Bayesian estimation methods in latent
variable models. In van der Ark, Croon, M.A. and Sijtsma, K. editors,
New Developments in Categorical Data Analysisi for the Social and
Behavioural Sciences.Lawrence Erlbaum
Associates, London, 2005.

Research on Mass Transportation

Knott, M. and C. S. Smith. On the optimal mapping of distributions.
Journal of Optimization Theory and its Applications, 43:3949, 1984.

Smith, C. S. and M. Knott. A note on the optimal transportation of distributions.
Journal of Optimization Theory and
its Applications, 52:323329, 1987.

Smith, C. S. and M. Knott. On HoeffdingFréchet bounds and cyclic
monotone relations. Journal of Multivariate Analysis, 40:328334,
1992.

Knott, M. and C. S. Smith. On a generalisation of cyclic monotonicity
and distances among random vectors. Journal of Linear Algebra and its
Applications , 199:363371, 1994.

Knott, M. and C. S. Smith. A simplifying parametrisation of maximal cyclic
monotone relations.
Technical report, LSERR20
, London School of Economics and Political Science, 1995.

Knott, M. and C. S. Smith. Cycle properties of square matrices.
Technical report, LSERR27
, London School of Economics and Political Science, 1996.

Smith, C. S. and M. Knott. Cycle properties of square matrices. Linear
Algebra and its Applications, 258:345350, 1997.

Smith, C. S. and M. Knott. Generalising monotonicity. In V. Benes and J.
Stepán, editors, Distributions with given marginals and moment
problems. Kluwer Academic Publishers, Dordrecht, 1997.

Knott, M. and C.S. Smith. Choosing Joint Distributions so that the variance of the sum is small.
Journal of Multivariate Analysis, 97: 17571765, 2006.
Other Research

Barroso, L. P., W. O. Bussab and M. Knott. Best linear unbiased predictor
in the mixed model with incomplete data. Communications in Statistics
A, 27:121129, 1998.

Knott, M. A measure of independence for a multivariate normal distribution
and some connections with factor analysis. Journal of Multivariate
Analysis,96:,374383, 2005.