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Statistical analysis of data

This training will give participants the tools they need to conduct a quantitative analysis of survey data. It is an introduction to descriptive statistical methods and bi-variate statistical tests. The techniques and appropriate situations for the application of these techniques will be presented and illustrated with practical examples. Exercise sessions will be used to perform the analyses seen in class and to interpret the results obtained using R and SAS software. At the end of this training, participants will know when and how to use basic statistical techniques to perform a proper analysis of their own data.

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This training allows participants to understand data modeling and processing methods in order to extract useful information to validate a hypothesis or to assist in decision making in a company. The objective of the training is to understand how to "extract the phenomena, laws, and knowledge contained in the data that we cannot directly apprehend".The training allows participants to:

  • Synthesize the information contained in data.
  • Understand the theoretical and practical means to exploit information from multidimensional statistical databases using multivariate statistical analysis methods.
  • Master techniques for describing, reducing, classifying and clarifying data, identifying relationships, similarities or differences between variables or groups of variables.
  • Choose the appropriate method for the construction of a typology, according to the nature of their data, and interpret the results using several statistical software programs.
  • The Data Analysis training course explains traditional data analysis methods (Principal Component Analysis (PCA), Correspondence Factor Analysis (CFA), Multiple Correspondence Factor Analysis (MCA), Discriminant Analysis (DA), and Hierarchical Classification Methods (HCA).

The details

The main elements of this training include data processing and ways of presenting results for decision-making. The content of the training will include:

  • Descriptive statistics with categorical and continuous variables; the relationship between a continuous variable and a categorical variable
  • Hypothesis testing: t-test for independent samples or paired samples, analysis of variance with one factor: one-way ANOVA
  • Relationship between two variables: cross-tabulations, Chi-square test and measures of association, McNemar’s test, test of hypotheses on proportions, correlations.
  • Special topics: weighting, sample size, Bonferroni adjustment and writing the results.
  • Multiple linear regressions: presentation of models, estimation and interpretation of coefficients, centered and reduced (standardized) variables, dichotomous and categorical independent variables.
  • Model validation: residual analysis, variable selection, multicollinearity

The clients

This training is intended for all analysts or other professionals seeking to acquire the necessary skills that will help conduct or understand the analysis of your company’s data.

  • Level : Beginner
  • Duration : Three days

Monday - Friday

1 (613) 720 3595

Sondages

Nos enquêtes vous aideront à améliorer vos prises de décisions.

Surveys

Our surveys will help you improve your decision making.

L’équipe

Notre équipe vient du monde académique et de recherche, ainsi que des milieux professionnels comme le domaine financier, technologie de l’information, comptable et juridique.

Our Team

Our team comes from the academic and research world, and has professional backgrounds such as finance, information technology, accounting and legal.

Thème

Nos recherches s'articulent autour de l'analyse de données massives, l'intelligence artificielle (IA), l'innovation et la transformation organisationnelle, et plus.

Theme

Our research interests range from massive data analysis, innovation and organizational transformation, and much more.

Logiciels

Cette formation aide les participants à maîtriser les outils essentiels à la gestion des activités et des performances organisationnelles.

Software

This training help participants master tools that are essential for managing activities and organizational performance.

Projets

Ces formations sont conçues pour aider les professionnels à mieux maîtriser les normes relatives à la conception, la planification, et la gestion de projets.

Projects

These courses are designed to help professional to better understand and master standards relative to design, manage, and evaluate projects of all types.

Risque

Ces formations visent à développer les compétences nécessaires pour utiliser des outils et des techniques de gestion de l'incertitude et des risques.

Risk

These training courses are designed to develop the skills that are needed to use tools and techniques in uncertainty and risk management.

Comptabilité

Epsilon Eco se propose de vous aider à l'établissement des comptes, les services comptables et les conseils en droits des affaires et en droit du travail.

Accounting

Epsilon Eco offers assistance with the preparation of accounts, accounting services and advice on business and employment law.

Audit

Nos formations d'audit interne et de contrôle permettent aux participants de maîtriser les concepts, les outils et les techniques pour mener des audits internes et atteindre les objectifs attendus.

Audit

Our internal audit and controls courses permit participants to master the concepts, tools, and techniques for conducting internal audits effective to achieve the expected objectives.

Analyse

Nos formations en analyse de données sont conçues pour répondre spécifiquement aux besoins de votre entreprise dans un environnement en constante évolution.

Analysis

Our trainings in data analytics and artificial intelligence are designed to address your business need specifically in an environment of constant change.

CeRADA

Les activités de formation et de perfectionnement offertes par Epsilon Eco sont articulées autour de plusieurs thématiques et sujets de l'heure.

CeRADA

Training and development activities offered by Epsilon Eco are structured around several themes and currents topics.

Projets

La maîtrise du coût, du délai et de la qualité dans un environnement incertain sont les expertises que Epsilon Eco met à votre disposition pour vous aider à gérer les projets.

Projects

Managing cost, time and quality in an uncertain environment are the expertise that Epsilon Eco offers to help you manage projects.

Risque

Nos analyses et diagnostics des risques stratégiques, opérationnels et de conformité permettent de déceler et gérer les événements qui pourraient avoir une incidence sur les objectifs organisationnels.

Risk

Our analyzes and diagnoses of strategic, operational and compliance risks help manage events that could have an impact on your organizational objectives.

Fiscalité

De la déclaration à l’optimisation fiscales, nos experts et professionnels vous aident à structurer et à prendre des décisions conformes aux réglementations et aux changements législatifs.

Taxation

From tax reporting to optimization, our tax experts use their knowledge to provide advice on tax issues that comply with regulations and legislative changes.

Business

Alliant expertise en technologie de l’information et en analyse d’affaires, Epsilon Eco vous aide à identifier les défaillances dans votre modèle d’affaires qui pourraient miner la performance organisationnelles.

Business

Combining our expertise in information technology and business analysis, Epsilon Eco helps you identify limitations in your business model that could undermine your organization performance.

Audit

Epsilon Eco vous aide à améliorer l’efficience et l’efficacité de vos processus de gouvernance, de gestion des risques et du contrôle interne grâce à l’expertise de son équipe multidisciplinaire.

Audit

Using the expertise of our multidisciplinary team, we help improve the efficiency and effectiveness of your governance, risk management and internal control processes of your organization.

Expertise

Epsilon Eco se propose de vous accompagner par ses services adaptés et sur-mesure d’externalisation, de révision et d’audit afin que vous puissiez consacrer votre temps à la gestion de vos activités.

Accounting

With a personalized service, Epsilon Eco proposes outsourcing, review and audit services that help you free-up your time to manage your activities.

Technologie (TI)

De la conception à l’infonuagique en passant par la développement des applications, nos experts vous aident à structurer et à transformer votre environnement TI par la mise en œuvre des solutions innovantes.

Technology (IT)

From design to cloud computing and applications development, our experts aid in structuring and transforming your IT environment by implementing innovative solutions.

Analyse de données

Epsilon Eco propose de vous aider à utiliser les analyses de données, la gestion des risques, et les modélisations pour améliorer ou appuyer vos décisions.

Data Analytics

Epsilon Eco offers data analytics, and modeling services that help improve or support your decisions.

Data Analytics

Epsilon Eco offers data analytics, and modeling services that help improve or support your decisions.

Our Mission

Epsilon Eco propose de vous aider à utiliser les analyses de données, la gestion des risques, et les modélisations pour améliorer ou appuyer vos décisions.

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