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Specialized Statistics Services for Graduate Students

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Inferential statistics use probability theory to either predict the likely occurrence of values using a set of known values , or to assess the likelihood that any pattern or trend you see in the data is not due to chance.

The function provides a measure of the pattern or relationship. You then perform a statistical test on this measure to determine whether it is significant at some level of confidence. In the example below, the map on the left shows clusters of census tracts having a high number of senior citizens orange or a low number blue , at a 90 percent level of probability; the right map shows clusters at a 99 percent level of probability.

Spatial Analyst and Geostatistical Analyst. A core set of descriptive statistics that summarize the values for a single field is available from several locations in ArcGIS for Desktop —the table window in ArcMap, the table preview tab in ArcCatalog, and the Statistics toolset within the Analysis toolbox.

ArcMap table window or ArcCatalog table preview tab. To summarize a field by one or more other fields for example, to count the number of parcels in each land-use class, sum the area in each land-use class, or find the average parcel size in each class , use the Summarize option on the ArcMap table window or the Frequency tool in the Statistics toolset in the Analysis toolbox.

The Spatial Statistics toolbox contains a number of statistical routines for analyzing the distribution of a set of features, analyzing patterns, and identifying clusters. The Spatial Analyst includes several statistical functions that can be used to analyze rasters, primarily to summarize attribute values and assign the summary statistics to cells in a new raster layer.

These are located in several different toolsets with the Spatial Analyst toolbox. Calculates the specified statistic for each cell based on multiple inputs. Summarizes the values for a raster within a defined neighborhood around each cell and assigns the value to that cell in the output raster. Summarizes values for point feature attributes within a defined neighborhood and assigns values to cells in the output raster.

Summarizes values for line feature attributes within a defined neighborhood and assigns values to cells in the output raster. Summarizes values of a raster surface by categories or classes zones of the input raster or polygon dataset. The Geostatistical Analyst —while focusing on the creation of surface from a set of sample points—also contains a set of tools for visual exploration of data values using charts and graphs. These are often used prior to surface creation to decide which parameters to use for a specific set of data but can also be used generally to explore your dataset.

The tools allow you to explore the distribution of values, whether there is a directional trend in the data, and whether there are relationships between two attributes for example, to see if the values vary together or inversely.

The tools are available from the Explore Data option on the Geostatistical Analyst toolbar. Arc GIS for Desktop. Uses of statistical analysis Types of statistical analysis Statistical analysis functions.

This creates friction between you and your committee members which can result in an adversarial relationship and more stress and anxiety for you. You can mitigate this stress by getting my help with your statistics.

When I help you with your statistics, you will most likely finish your dissertation sooner than you would have without my help. My typical turn-around time is 7 days or less for the proposal and 14 days or less for the results section. Instead of spending weeks or months reading statistics text books or searching the Internet for statistics tutorials, or waiting days or weeks for your advisor to respond to your questions, a simple phone call or email to me and you will have an answer to your statistics questions.

You have my guarantee that your statistics will be completed on time, you will completely understand the statistical methods and results I provide and your committee will approve the statistics, or I will give you a full refund except in the event of my incapacitation, death or the demise of my business.

If any questions about your statistics come up, I am there to support you. I would recommend her for anyone who needs assistance in quantitative statistics. It was a pleasure working with Rebecca. I particularly appreciated her flexibility in scheduling meetings, her promptness in responding to my statistical questions, and her assistance with conducting sophisticated analyses related to my thesis project.

Statistics help for students. Specialized statistical services for graduate students. Our thesis and dissertation statistics consultants will provide you with the guidance you need to graduate on time and move ahead with your life and career. Let our statistics consultants help you with your research goals.

Our statistics professionals can develop relevant research questions, design the methods and create surveys, enter and analyze data, interpret findings, prepare tables and graphs and address comments from reviewers.

Make the most of your consumer data with help from our statistics experts. Our statistics professionals utilize rigorous methods and analytic techniques to transform collected data from consumer surveys and reviews into clear language to find patterns and relationships.

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Dissertation Statistical Consulting Benefits It can be frustrating to spend weeks or months struggling to learn statistics and still go into your defense not sure if you have it right. Quality statistical consulting can ease your worries and allow you to produce high quality methods and results chapters right from the start. Our statisticians offer outstanding statistical consulting services to help you with any aspect of the statistical analyses for your quantitative study. type of statistical procedure that we suggest and make sure you completely understand the rational for the selection of statistical analysis and how the statistics were run in statistical.

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Statistical analysis helps you extract additional information from your GIS data that might not be obvious simply by looking at a map. Simple Statistical Analysis See also: Designing Research. Once you have collected quantitative data, you will have a lot of numbers. It’s now time to carry out some statistical analysis to make sense of, and draw some inferences from, your data. There is a wide range of possible techniques that you can use.