Abstract High-dimensional linear regression model is the altruria cabernet sauvignon most popular statistical model for high-dimensional data, but it is quite a challenging task to achieve a sparse set of regression coefficients.In this paper, we propose a simple heuristic algorithm to construct sparse high-dimensional linear regression models, whi
It was recently proved that any strictly stationary stochastic process can be viewed as an autoregressive process of lego.bonsai tree order one with coloured noise.Furthermore, it was proved that, using this characterisation, one can define closed form estimators for the model parameter based on autocovariance estimators for several different lags.
Wars, violent revolutions, armed struggles and economic crises constitute a major part of the world history.Many nations and states faced testing times politically as well as economically.If empires grew, economies boomed, ideologies popularized, and systems flourished then there came a time when those empires vanished, economies crippled, ideologi
Introduction Biologic and small-molecule therapies have revolutionised the treatment of moderate-to-severe inflammatory bowel disease (IBD).A significant proportion of patients experience early or delayed treatment failure.Patients with IBD with greater visceral obesity are less likely to respond to biologics.Sarcopenia has been identified as a pre
Objectives Arctic channel plays an increasingly significant role in ocean transportation.Polar ships inevitably encounter ice floe impacts in the Arctic channel.These impacts may cause some permanent structural deformations, which will result in some negative effects on their work performance.Therefore, to study the plastic deformation damage and e