1. Homepage
  2. Writing
  3. ST117 Introduction to Statistical Modelling 2024 Final project assignment for WR
This question has been solved

ST117 Introduction to Statistical Modelling 2024 Final project assignment for WR

Order Now
WarwickST117Introduction to Statistical ModellingEDAexploratory data analysis

ST117 2024 Final project assignment for WR (written report) – Phase 1 Assignment Writing Service

Your written report will be a summary of a real-world data analysis project using the UK ECN repository introduced in the last lecture in Week 10 of Term 2. The assignment is released in two phases. The first phase (released along with Log3) is detailed below. The second phase will be released along with Log4. Assignment Writing Service

Phase 1: Scientific background, study design, data download, data subsets, and EDA Assignment Writing Service

The goal of this phase is to download and familiarise yourself with the datasets and their context. This involves reading about the scientific methods used to collect the data and use R to explore them from many angles. Assignment Writing Service

  1. ECN is a UK-based multi-agency programme with funding and monitoring from a consortium of UK government departments and agencies. The network is coordinated by staff at the UK Centre for Ecology & Hydrology (UKCEH). UKCEH manage the data generated by the programme, which are stored in a central database and are made available for research and education. ECN is a highly valuable long-term data collection that started in the early 1990s. Assignment Writing Service

    "In its first two decades of operation the ECN has accumulated a robust set of baseline data that describe environmental and biological variability across a range of habitats in unprecedented detail. With appropriate, informed development, these should prove invaluable in discerning the causes and consequences of environmental change for decades to come." (Sier & Monteith, 2016) Assignment Writing Service

  2. The scientific basis for the ECN data repository is explained in Rennie, S. (2016). Providing information on environmental change: Data management, discovery and access in the UK Environmental Change Network Data Centre. Ecological Indicators, 68, 13-20. DOI: 10.1016/j.ecolind.2016.01.060 (see Moodle link) Assignment Writing Service

  3. The ECN homepage https://ecn.ac.uk is your starting point. Get an overview of the subpages available there, specifically: Assignment Writing Service

  4. The data is actually held at UK CEH. The landing page for selecting datasets to download is https://catalogue.ceh.ac.uk/documents/4971bce4-8a81-4e23-9637-7fcff37c5f21 Assignment Writing Service

  5. Plan where you store the data, supplementary information and R code for this project in your computer. For example, you can create an R project to store everything relevant in the same location (see Log2). Download the raw data and the supporting documentation for the following UK ECN datasets: Assignment Writing Service

Page 1 of 2 (please continue reading on next page) Assignment Writing Service

Assignment Writing Service

  1. Write a summary describing the aspect of these datasets that are most essential for statistical analyses (e.g. focus on when, where, and how the data was collected, as well as the study objectives). (Your summary should not exceed 1 page in 11pt font.) Assignment Writing Service

  2. Using the documentation, draw diagrams that visualise the structure of these datasets taking into account the spatial and temporal structure of the data collection and, where applicable, the mode of data collection and recording schedule. Assignment Writing Service

  3. Carry out exploratory data analysis (EDA) for the bat, bird, and moth data. In selecting your summaries and plots keep in mind that the goal is to familiarise yourself with the data considering: Assignment Writing Service

  4. By Tuesday you will receive an email with the codes for 3 bat species, 4 bird species, 5 moth species, and 4 locations. These are specific to your report pod. Assignment Writing Service

    • Carry out a more detailed descriptive analyses of these species (in the datasets this is the column FIELDNAME). Assignment Writing Service

    • Compare your observations with those of the full datasets of bats, birds, and moths, respectively. Assignment Writing Service

  5. The meteorology data is scattered around many (big) files so EDA for all of them would be beyond the scope of this project. However, do carry out EDA for the meteorological variables for the year in which you were born. Assignment Writing Service

The outputs of steps 6 to 10 will be used as a basis for your report writing. Note you want to also explain what you intended to show with a certain type of figure and what it does indeed show for the data, including what that means in the real-world context. (Detailed guides and submissions templates for the final version will be given along with Phase 2 of the assignment.) Assignment Writing Service

联系辅导老师!
私密保护
WeChat 微信
Warwick代写,ST117代写,Introduction to Statistical Modelling代写,EDA代写,exploratory data analysis代写,Warwick代编,ST117代编,Introduction to Statistical Modelling代编,EDA代编,exploratory data analysis代编,Warwick代考,ST117代考,Introduction to Statistical Modelling代考,EDA代考,exploratory data analysis代考,Warwick代做,ST117代做,Introduction to Statistical Modelling代做,EDA代做,exploratory data analysis代做,Warwickhelp,ST117help,Introduction to Statistical Modellinghelp,EDAhelp,exploratory data analysishelp,Warwick作业代写,ST117作业代写,Introduction to Statistical Modelling作业代写,EDA作业代写,exploratory data analysis作业代写,Warwick编程代写,ST117编程代写,Introduction to Statistical Modelling编程代写,EDA编程代写,exploratory data analysis编程代写,Warwick作业答案,ST117作业答案,Introduction to Statistical Modelling作业答案,EDA作业答案,exploratory data analysis作业答案,