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Statistical analysis of vegetable productivity dynamics of Uzbekistan [PDF]

BIO Web of Conferences, 2023
In all fields, there are a lot of random events at a given time. In particular, the process of growing agricultural crops, which is repeated over a certain period, that is, seasonally, is the basis for our analysis as a discrete {Yt,t ∈ T} random dynamic
Fayziev Akhtamjon, Ruzmetov Kudrat, Noraliev Nurilla, Turgunov Tolibjon   +3 more
doaj   +1 more source

Seaborn: Statistical Data Visualization

Journal of Open Source Software, 2021
seaborn is a library for making statistical graphics in Python. It provides a high-level interface to matplotlib and integrates closely with pandas data structures. Functions in the seaborn library expose a declarative, dataset-oriented API that makes it
Michael L. Waskom
semanticscholar   +1 more source

Statistical Mechanics

Manual for Theoretical Chemistry, 2021
Professor Chen Ning Yang has made seminal and influential contributions in many different areas in theoretical physics. This talk focuses on his contributions in statistical mechanics, a field in which Professor Yang has held a continual interest for ...
Uwe-Jens Wiese, Albert Einstein
semanticscholar   +1 more source

Psychosis Relapse Prediction Leveraging Electronic Health Records Data and Natural Language Processing Enrichment Methods

Frontiers in Psychiatry, 2022
BackgroundIdentifying patients at a high risk of psychosis relapse is crucial for early interventions. A relevant psychiatric clinical context is often recorded in clinical notes; however, the utilization of unstructured data remains limited.
Dong Yun Lee, Chungsoo Kim, Seongwon Lee, Seongwon Lee, Sang Joon Son, Sun-Mi Cho, Yong Hyuk Cho, Jaegyun Lim, Rae Woong Park, Rae Woong Park   +9 more
doaj   +1 more source

Clustering CITE-seq data with a canonical correlation-based deep learning method

Frontiers in Genetics, 2022
Single-cell multiomics sequencing techniques have rapidly developed in the past few years. Among these techniques, single-cell cellular indexing of transcriptomes and epitopes (CITE-seq) allows simultaneous quantification of gene expression and surface ...
Musu Yuan, Liang Chen, Minghua Deng, Minghua Deng, Minghua Deng   +4 more
doaj   +1 more source

An introduction to statistical learning with applications in R

Statistical Theory and Related Fields, 2021
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.
Fariha Sohil, Muhammad Umair Sohali, J. Shabbir   +2 more
semanticscholar   +1 more source

Probabilistic deconvolution of PET images using informed priors

Frontiers in Nuclear Medicine, 2023
PurposeWe present a probabilistic approach to medical image analysis that requires, and makes use of, explicit prior information provided by a medical expert.
Thomas Mejer Hansen, Klaus Mosegaard, Søren Holm, Flemming Littrup Andersen, Barbara Malene Fischer, Barbara Malene Fischer, Barbara Malene Fischer, Adam Espe Hansen, Adam Espe Hansen, Adam Espe Hansen   +9 more
doaj   +1 more source

performance: An R Package for Assessment, Comparison and Testing of Statistical Models

Journal of Open Source Software, 2021
A crucial part of statistical analysis is evaluating a model's quality and fit, or performance. During analysis, especially with regression models, investigating the fit of models to data also often involves selecting the best fitting model amongst many ...
D. Lüdecke, Mattan S. Ben-Shachar, Indrajeet Patil, Philip D. Waggoner, D. Makowski   +4 more
semanticscholar   +1 more source

Structure and conceptualization of acceptance: a split-sample exploratory and confirmatory factor analysis approach to investigate the multidimensionality of acceptance of spinal cord injury

Journal of Rehabilitation Medicine, 2021
Objective: To determine the multidimensionality of acceptance of spinal cord injury (SCI). Participants: Adults with SCI who were admitted to an SCI centre between 1991 and 2020. Methods: All eligible participants (n=686) were invit-ed to complete
Anders Aaby, Sophie Lykkegaard Ravn, Helge Kasch, Tonny Elmose Andersen   +3 more
doaj   +1 more source

Cosmic statistics of statistics [PDF]

Monthly Notices of the Royal Astronomical Society, 1999
The errors on statistics measured in finite galaxy catalogs are exhaustively investigated. The theory of errors on factorial moments by Szapudi & Colombi (1996) is applied to cumulants via a series expansion method. All results are subsequently extended to the weakly non-linear regime.
Szapudi, I., Colombi, S., Bernardeau, F.
openaire   +2 more sources