CASE STUDIES
- Cosmetics
- Petroleum
- Pharmaceutical lab
- Telecoms
- Food proc. indus.
- Food market.
- Pharmaceutical lab
- Medical device
- Cosmetics
- Medical network
- Veterinary lab
COMPANY & PROJECT
Cosmetics: research project on product usability
REQUIREMENT
Development of an algorithm to predict “hand positions” during a make-up activity, with sensor data
SERVICES PROVIDED
Construction of a “beta” learning algorithm with a neural network on a set of “fake” hand positions
Construction of a similar algorithm to predict real make-up hand positions
DELIVERABLES & BENEFITS
Prediction tool assessing the probabilities of hand position on the basis of input data
COMPANY & PROJECT
Petroleum : study of the performance of new products
REQUIREMENT
Study of fuel properties on the performance and wear of car engines
SERVICES PROVIDED
Experimental design set-ups to limit the number of tests
Statistical modelling of the different study answers anticipated, using PLS models
Estimation of the effect of the different fuels and study of the variability induced in engine performance
DELIVERABLES & BENEFITS
Study report assessing the impacts of fuel properties and specifying the optimal product composition to respond to the client’s challenges, under their constraints, and delivering the best performance
COMPANY & PROJECT
Pharmaceutical laboratory: meta-analysis consolidating 15 years of clinical studies
REQUIREMENT
Standardization of 42 databases from clinical studies conducted over a period of 15 years and meta-analysis of these data
SERVICES PROVIDED
CDISC conversion of heterogeneous databases from 42 clinical studies
SAS programming, safety and immunogenicity analysis
Statistical report including raw and synthetic tables
DELIVERABLES & BENEFITS
CDISC databases
Study report
COMPANY & PROJECT
Telecoms: evaluation of the performance of a new contract subscription process
REQUIREMENT
Field study to assess the impact of a new customer pathway under real-life conditions of in-store subscription
SERVICES PROVIDED
Design of a tablet app to monitor and record the customer pathway and the time required for specific actions/steps
Management of the field study in 10 stores in France over a 2-week period (recruitment, training, team management)
Data merge, data management and data analysis
DELIVERABLES & BENEFITS
Study report assessing the time and financial benefits provided by the new process (employee performance, expected financial impact with national roll-out)
COMPANY & PROJECT
Food processing industry : study of a product line and remediation of defects
REQUIREMENT
Study of impact parameters on a production line and assessment of their consequences on the finished product as part of a continuous improvement project
SERVICES PROVIDED
Management of a DMAIC project to map the process, define the production variables, and the expected gold standard
Analysis of production data and construction of a statistical model “explaining” product parameters with the production variables
Assessment of the impacts, definition of the real gold standard, and management of the “improvement” and “check” steps of the DMAIC
DELIVERABLES & BENEFITS
Study report defining the impact of the production parameters on the finished product and its quality
Definition of further steps to improve the industrial process
COMPANY & PROJECT
Food marketing: market study of product placement strategy for different countries
REQUIREMENT
Establish the nutritional/sensory placement of a dairy product against its competitors and according to the consumption preferences of different countries
SERVICES PROVIDED
Data mining and multivariate analysis of nutritional and sensory surveys
Characterization of sensory preferences among population clusters
DELIVERABLES & BENEFITS
Study report defining consumer profiles in the target markets
COMPANY & PROJECT
Pharmaceutical laboratory: statistical activities in -Omics projects
REQUIREMENT
Obtain support to define study methodologies for and analyze data from various -Omics projects
SERVICES PROVIDED
Definition of statistical methodologies adapted to clinical designs and study objectives
Exploratory analysis to identify prognostic biomarkers
Analysis of different types of data (transcriptomics, RNAseq, qPCR, etc.) to achieve various objectives
DELIVERABLES & BENEFITS
Statistical methodologies
Analysis algorithms
Study reports
COMPANY & PROJECT
Medical device: improvement of analytical methods
REQUIREMENT
Devise and lead a training session for industrial teams, and coach them in their everyday data analyses
SERVICES PROVIDED
Study of analytical routines/habits and the statistical needs of field teams
Design of a tailor-made program and training session
Consulting on methodologies, review, or to perform specific analyses (SPC, control charts, sampling, etc.)
DELIVERABLES & BENEFITS
Training document
“Hotline” support to confirm choices and analyses
Consultancy and study reports
COMPANY & PROJECT
Cosmetics: describe the diversity of skin microbiota
REQUIREMENT
Set a score for microbiota diversity, identify biomarkers correlated with skin biodiversity and compare the impact of different products on this biodiversity according to the subject’s origins.
SERVICES PROVIDED
Construction of diversity scores
Correlation studies between biological parameters and diversity scores
Subject classification
Description and comparison of different products
DELIVERABLES & BENEFITS
Diversity score calculation method
Statistical report assessing the differences between skin zones and populations
COMPANY & PROJECT
Medical network specialized in cardiology: study of the change in the use of anticoagulant treatment and comparison of mortality between 2 registers from 2003 and 2017
REQUIREMENT
Comparison of 2 registers, 15 years apart. Use of “propensity score matching” (PSM) methodology
SERVICES PROVIDED
Determination of prognostic factors for PSM
Reduction of the population to compare these registers using PSM
Multivariate analysis presenting predictors of anticoagulant intake
Evaluate mortality between these 2 registers
DELIVERABLES & BENEFITS
Statistical analysis plan
Study report
COMPANY & PROJECT
Veterinary laboratory: conversion and improvement of a VBA macro in SAS programs
REQUIREMENT
Conversion of a VBA macro into an SAS macro and implementation of new functionality to bring flexibility to statistical analyses, and application to a first study database
SERVICES PROVIDED
Data management for the study and database cleaning
Conversion of the VBA macro into SAS
Descriptive analysis
Creation of a statistical model (ANOVA and ANCOVA) to analyze the effect of treatment
DELIVERABLES & BENEFITS
SAS program/macro
Statistical report
Soladis - France (siège)
6-8 rue Bellecombe
69006 LYON - FRANCE
Tél: +33(0)4.72.83.86.70
Soladis GmbH - Suisse
Lange Gasse 15
CH-4052 Basel
Phone: +41(0)58.258.15.80
Soladis Inc. - USA
185 Alewife Brook Pkwy, Unit 210
Cambridge, MA 02138-1100
Phone: +1(857).675.1189
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