Sentences With variability of data

• In addition, physical characteristics that are not reflected in histologic features might create marked variability of data between cases.
• No conclusive evidence of significant difference between the groups could be claimed because of the variability of data.
• Find the range and calculate standard deviation to compare and evaluate variability of data sets.
• The resulting model also provided a considerably improved fit to the data over the linear model, based on the proportion of variability accounted for by the model.
• Variety: The variability is the next element of Big data.
• The distinction arises out of the high variability of county data in relationto the relatively stable and predictable experience observed on a statewide basis for most types of Property and Casualty i
• Variability is more difficult than the other characteristics because it requires an examination of the overall picture of the data.
• Variability IN TEACHER ASSESSMENT DECISIONretrospective thinkchapter, information followed by detailed descriptions and explanations of qualitative data were analysed.
• We regard these results as direct confirmation of the hypothesis, while also recognizing significant variability in the natural data.
• Variability in testing and data collection methods makes comparisons of prevalence and progression difficult.
• The influence of data variability.
• These data will be used as covariates, helping to account for some of the statistical variability encountered during data analysis.
• In order to obtain data on site boundaries and artifact variability both horizontally and vertically on the site, the spacing and depth of units should be carefully selected.
• Scatter plots of data from separate subjects indicate some intersubject variability but no obvious outliers.
• Deviations from any of these criteria would likely introduce variability in the data collection and processing streams, yielding lower observed replicability.
• This variability cannot be accounted for by errors in dose calculation, crystal slippage or the size of the data sets in the assay.
• But model performance decays over time because of the variability in the data.
• West African countries, the authors systematically document the degree of data saturation and variability over the course of thematic analysis.
• The course should include principles and procedures for data interpretation, measures of central tendency and variability, probability, correlation and an introduction to inferential statistics.
• Data on plant species composition, soil properties, and otherenvironmental factors are analyzedto document the distinctive characteristics of, and variability within, eachecological siteand serve as d
• Students will use data to create a scatter plot by hand and be able to understand the importance of replication and the intrinsic link between variability and the conclusions that can be drawn from da
• Given the variability in the amount of gas being released from the comet and uncertainties in the physical models applied to the data, these results can be considered consistent.
• Advanced Management and Analysis of data Another measure of the statistical variability of the association is the confidence interval.
• Statistics is basically the study of what causes variability in the data.
• From paleoclimatic data, we know that the climate system has a high level of natural variability.
• Itdetermining the percentage impact of independentis the proportion of variability in a data set thatvariable on dependent variable.
• Variability data are expressed in terms of standarddeviation and coefficient of variation.
• Variability: Visual description of data.
• Assessment of Greenland albedo variability from the advanced very high resolution radiometer Polar Pathfinder data set.
• The module emphasises the nature of data obtained in environmental studies with its inherent variability.
• The modelling has significant margins of uncertainty related to both the assumptions made and the variability in quality and completeness of the underlying data.
• Need to ensure there is adequate data to allow a reasonable approximation of variability in the requirement and the resulting distribution among individuals.
• Variance is a statistical measure of the amount of variability in a set of data, for example finishing points in the Premier League table.
• MI intervention data was not pooled or analysed for significant differences because of the variability in experimental settings and missing information in MI intervention descriptions.
• Descriptive statistics were used to summarize and organize the data, which consisted of frequency and percentage distribution tables, measures of central tendency, and measures of variability.
• The wide variability in the estimation of price elasticities is partially explained by proportion spent on SSB, the availability of substitutes for SSB in each country, the data used and the methods t
• The group means spread out more than the variability of the data within groups.
• MTW and HVO areas may be less variable than that exhibited by the MTW and HVO databases, however, the Resource estimate must be made by making an assessment based on the variability of the data that i
• The variability in the epidemiological data is attributed to disparities in TIA definition, stroke subtypes, evaluation on the basis of clinical examination and neuroradiological variabilities.
• Confidence intervals A measurement of the variability of study data.
• Radiographic images was interpreted by a single calibrated examiner in order to reduce variability in image assessment and recording of data.
• Because of the large interindividual variability both in sweat rates and electrolyte losses and the lack of data in professional tennis players, providing generic recommendations on fluid and electrol
• ITPA scientists are engaged in studying atmospheric data, as well as numerical general circulation models, tocharacterize and understand the nature of this variability.
• The lack of variability in data can also trigger further monitoringe.
• Sometimes, the median will make better sense of the data, and most measures of variability do not make sense for nominal or categorical data.
• The graphs show both a significant variability of the data between similar dwellings in each heating period and a large variability of the energy consumption for some dwellings between seasons.
• Her research interests include variability of predictions in machine learning models, statistical methods applied to high throughput data, and modernizing the statistics curriculum.
• Dividing the TSS by the number of observations in the dataset gives you the average variability within the data, which is called the variance.
• If noexisting data are available, it may be necessary to conduct a limited field investigation to acquirean preliminary estimate of variability.
• However, some of our data suggest that this approach may also result in dependency between variability and the mean.
• Moreover, the lack of robust efficacy and safety data, together with paucity of guidelines, has left hyperkalaemia treatment up to individual practitioners with much variability and without consistenc
• Challenges to surveillance of mental health include variable and nonspecific measures, differences in time periods, variability in includingsubstance abuse, and different methods of data collection.
• Because of the variability present in most data, the instructor will probably not elect simply to use the single, final data point as the best estimate of student progress.
• The more variability there is in the sample data, the less precise the estimate, which causes the margin of error to extend further out from the point estimate.
• Preliminary evaluation: Several seed lots, characterized to have sufficient variability in physiological quality, are subjected to the test and the laboratory data are compared with data of seedling e
• There is a lot of variability in the actual data but a standard increase in the forecasted values.
• This is especially true when we consider the inclusion of expression data from clinical samples which are likely to have much more genomic variability than the closely related lab cultured strains use
• Researchers will estimate confirmatory impact analyses at the school level using multilevel modeling to account for the sources of variability in the data that result from the nested structure of the
• In a final data analysis project, students perform a full wind resource assessment, taking into account the variability of vertical wind shear, probability distributions of wind velocity, and wind tur
• You need to have information on the variability or dispersion of the data.
• The inclusion of outliers within the data set may have a significant influence on the results of various methodologies for projecting estimates of policy liabilities and the variability surrounding su
• A skill metric should behave as follows: where S is a metric that evaluates the impact of 1) pattern similarity (correlation), 2) data variability (variance) and 3) differences between the mean of the
• It is necessary to stress the variability of research results and the lack of data.
• To calculate economies of scale arising from diversifying random variability, we created a Monte Carlo model to simulate data centers of various sizes serving many random workloads.
• Qd at least is a measure of variability the data is the square root of series!
• For example, difficulties in interpreting a particular question, sources of information available to respondents, or entering data into a database or analyzing them can introduce unwanted variability
• Descriptive Statistics In order to further understand different features of the data set acquired in this study, measures of central tendency and measures of variability were calculated.
• For the analysis of screening test accuracy, data were not pooled because of variability in cutoffs, populations, and screening tests.
• Variability also exists in the type and amount of data collected and reported by the individual state DOT.
• Collect data on spatial variability of climate and productivity of vegetation Comments: The spatial component of this research need should spread to other recommendations.
• The larger the number of data points and the lower the variability, the smaller the height of the confidence interval.
• Moreover, there is considerable variability in terms of study design, participants, and analytical methods, which makes synthesizing the data from across studies very difficult.
• We use a model to represent two levels of variability in our data.
• However, UFs account for differences between study animalspeciesand humans, variability within the human species, and uncertainties related to the applicability and completeness of the available data.
• They are inherently imprecise given the lack of consistent data on existing industry practices, and the variability in costs across agencies due to different labor rates, system sizes and complexities
• The new formulation is more robust to the natural variability of the data and provides for a more continuous discriminator in sample space.
• In the context of gene expression data, this is sometimes described as the challenge of detecting a signal, a true difference in expression, amidst the noiseof natural variability in gene expression.
• However, due to questionnaire variability and range of response rates, the data should be interpreted with care.
• Maintenance Practices will be analyzed using data produced in prior years of this ongoing task to evaluate the variability in bonded repairs as related to human factors and to examine issues related t
• The main reason for this is the high variability in thelanguage data set for Belapur, and the high percentage of families in the selected incomerange for Kalamboli.
• They account only for uncertainty in the regression of inactivation data and for variability in inactivation data that cannot be attributed to experimental error.
• Unit cost data will be summarised among all sites, and by country, to explore variability across centres and countries and to improve the generalisability of results.
• The large circles around the data points indicate this period of relatively low variability is statistically significant; further investigation of this period may translate to understanding of process
• Many commenters suggested that EPA acquire and incorporate more CEMS data when setting the limits to show a more accurate picture of variability.
• Quantitative Analysis of variability and Uncertainty in Environmental data Models.
• There is a lot of variability in the way users collect and analyze HUI data.
• The sum of squares gives us a way to quantify variability in a data set by focusing on the difference between each data point and the mean of all data points in that data set.
• The variability of SCR shapes hereby complicates the proper decomposition of SC data.
• Investment risk can be measured by Standard Deviation, a statistical measure of the variability of a set of data.
• Topics include data analysis and statistical studies, graphical and tabular summaries of data, measures of central tendency and variability, basic probability, functions, linear equations, linear regr
• Issues such as interrater variability are often raised as problems influencing the usefulness of these data.
• Before construction, long time series of historical data are necessary to quantify the solar resource and its variability.
• Some methods of handling missing data underestimate the variability associated with the treatment effect and therefore produce artificially narrow confidence intervals.
• Assessing their relative contribution to the observed vertical land motion is complicated by a shortage of data and by the wide spatial and temporal variability of the various processes.
• EHR products are being used, providing analytic measurement tools across a patchwork of EHRs can be very costly due to the number of interfaces required to address variability in how data is captured
• Obtain statistically valid set of data which includes process variability conditions and compile.
• Additionally, presenting data in a sequential view allows for a proportional display of data regardless of frequency, reducing some of the variability.
• The variability of some data were not always explained despite the confirmation of their accuracy by the national correspondents.
• The whiskers that you sometimes see on top of this type of chart show the variability of the data.
• The Weibull shape and scale parameters are assigned to be stochastic in response to limited wind data and variability nature of the wind.