Panel data

AUTOMATION IN CLINICAL LABORATORY 1- INTRODUCTION The word automation is inspired by word automatic. Automatic means exercising control without interference. So automation means getting work done by machines which can run on their own without our continuous monitoring. Automation refers to machines with intelligence and adaptability which reduces our workload and need for nonstop supervision. OBJECTIVES After reading this lesson, you will be able to: define automation list the uses of…

Data from each test was recorded Wastewater was collected and disposed of in the laboratory Biological: A one (1) meter by one (1) meter kicknet was placed in a 1 meter by 1 meter area of flowing waters Heavy rocks were placed on the bottom of the kicknet…

Data Collection Method and Analysis Since school culture is contributed by many aspects it is essential that data are collected to represent each aspect that influences it. The research method will use both qualitative and quantitative data assess the current status of each area. The data collected will look firstly at the school-wide characteristics or traits and secondly at the daily indicators or personality. The five major characteristics will be school norms, school beliefs, school…

Presence of big data is a very common phenomenon now days, specially when talking about medium to large size corporation. The term Big Data is often described as vast numbers of data that can be traced, validated, gathered, cached, reengineered, interpreted and also studied. (Manyika, 2011) To clarify they suggested that big data refers to data, whose size makes it impossible to be processed by the typical software used for database management. Also researchers defined big data in terms of its…

Hidden Information Chapter three of Blown to Bits was very eye opening. The chapter, titled “Ghosts in the Machine”, was about how information may be stored in our computer. All the information stored in a computer is not always totally visible to us. The authors, Hal Abelson, Ken Ledeen, and Harry Lewis also discuss how information can be hidden in the form of images. They also discussed the terrifying prospect that information that you believe to have been erased may in fact be lurking…

to record not just financial transactions but can be applied to everything of value. Once the information is entered in Blockchain it cannot be erased, modified or tampered with. Everyone in the network will be able to write data/perform transactions but cannot modify the data. Traditional systems follow either Centralized or Decentralized model – Examples are Banks having single point of control (Centralized) and in some cases Decentralized model – with finite points of control. Blockchain…

Digital forensics is a new milestone in the era of forensics. From times immemorial a number of methodologies have been proffered in an attempt to devise a process that will aid in thorough investigation. The power of digital forensics have been harvested by many software developers by utilizing the proposed processes to fabricate some new digital forensic methodology, such as Encase. Majority of these tools provide limited solutions based on their perspective of the crucial process components.…

alternative project options; animation of vehicle movements and driving simulation.  The developed 3D modes can be used for consultation with local communites and authorities. 2. Terrain modeling is an fundamental fuction in UC-WIN/Road.  Terrain data and map are included on the database.  A 50m topographic mesh and 2500…

or things by surveying a small portion of the total. Statistician decides where and how to gather the data. They decide the type and size of the sample group. They also develop the questionnaire or report form. They prepare instructions for workers who will collect and organize the data. They analyze and evaluate the data for the organization they work for. They evaluate the reliability of the data and the methods they have used”(Statistician Oklahoma). 16. The Job outlook for a statistician is…

things. In our book Naked Statistics by Charles Wheelan we read some chapters in where we use stats in three different ways to get close to the answer without using all the data. We see how indepednt variables and dependent variables relate to each other and how we can get close to seeing how close they relate without using the full data. Correlation is a form of statistics in where it shows us how two things are related to each other. In our book they use the example of how Netflix uses…