The document discusses different measures of central tendency including arithmetic mean. It provides formulas and examples for calculating arithmetic mean using direct, discrete and continuous series. It also discusses methods like step deviation and shot-cut for calculating mean and provides examples. It further discusses concepts like finding correct mean when initial mean is incorrect, calculating combined mean of two series and finding missing frequency from the data where mean is given.
The standard deviation is a measure of the spread of scores within a set of data. Usually, we are interested in the standard deviation of a population.
students will be able to understand various measures of central tendency and also will be able to calculate mean median and mode for individual discrete and continuous series.
Frequency distribution, central tendency, measures of dispersionDhwani Shah
The presentation explains the theory of what is Frequency distribution, central tendency, measures of dispersion. It also has numericals on how to find CT for grouped and ungrouped data.
Measure of dispersion has two types Absolute measure and Graphical measure. There are other different types in there.
In this slide the discussed points are:
1. Dispersion & it's types
2. Definition
3. Use
4. Merits
5. Demerits
6. Formula & math
7. Graph and pictures
8. Real life application.
The standard deviation is a measure of the spread of scores within a set of data. Usually, we are interested in the standard deviation of a population.
students will be able to understand various measures of central tendency and also will be able to calculate mean median and mode for individual discrete and continuous series.
Frequency distribution, central tendency, measures of dispersionDhwani Shah
The presentation explains the theory of what is Frequency distribution, central tendency, measures of dispersion. It also has numericals on how to find CT for grouped and ungrouped data.
Measure of dispersion has two types Absolute measure and Graphical measure. There are other different types in there.
In this slide the discussed points are:
1. Dispersion & it's types
2. Definition
3. Use
4. Merits
5. Demerits
6. Formula & math
7. Graph and pictures
8. Real life application.
Measure of central tendency provides a very convenient way of describing a set of scores with a single number that describes the PERFORMANCE of the group.
It is also defined as a single value that is used to describe the “center” of the data.
in biostatistics, a measure of central tendency is a single value that describes a set of data by of typical value. it is also called as average. Arithmetic mean” or “mean” is the term used for average. The arithmetic mean or simply mean is the sum of the separate scores or measures divided by their number.
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
"Protectable subject matters, Protection in biotechnology, Protection of othe...
Airthmetic mean
1. Measure of Central
tendency
(Airthmetic mean)
By-
himanshu Malhotra,
Assistant professor
m.Sc (Statistics)
Department of Management
Dev bhoomi group of institutions
Dehradun,uttarakhand
E-mail- himmalhotra27@gmail.com
2. Average are generally the central part of the distribution and therefore they are also
called as Measure of Central tendency. There are five types of measure of Central
Tendency or averages .
Airthmetic mean
Median
Mode
Geometric Mean
Harmonic Mean
3. Airthmetic mean
Sum of Observations divided by number of observations.
Airthmetic Mean is denoted with a symbol “ 𝑿”
Airthmetic Mean can be solved by using three methods
Step-Deviation Method
Shot-cut Method
Direct Method
5. Before Starting Direct Method let us Understand Some basics first of all
There are three kind of Series in Statistics
Individual Series
Discrete Series
Continous Series
Continous is further divided into
Exclusive Series and Inclusive Series
6. Individual Series Discrete Series Continous Series
• Only Observations will be
given in the question like
Find AM
1,2,3,4
• “n” represent no of
observations
There will be two Column
one is for variable and
another one is for
Frequency like
Find AM
“N” represent Sum of
frequency
In this series marks will be
given in class intervals like
Find AM
“N” represent Sum of
frequency
Marks No of
Students
5 3
10 2
15 1
20 2
Marks No of
Students
0-10 3
10-20 2
20-30 1
30-40 2
7. Individual Series
Find the AM form the following data
1,2,3,4
Simply add the values and divide by number of obervation.
So, its
1+2+3+4
4
=
10
4
=
𝑋 =
𝑥
𝑛
Example
Solution
8. Discrete Series
In discrete Series we have variable with its frequency .Hence the formula and
Calculation process is liitle different
Find the AM form the following data
Marks 52 58 60 65 68 70 75
No of Students 7 5 4 6 3 3 2
𝑋 =
𝑓𝑥
𝑁
Example
9. Marks(X) No of Students(F) F*X
52 7 360
58 5 290
60 4 240
65 6 390
68 3 204
70 3 210
75 2 150
30 1848
In discrete Series “N” is the not the sum of observations its Sum of Frequency
column.Hence N=30
So first of all we have to multiply Marks with No of Students(Frequency)Solution
𝑋 =
𝑓𝑥
𝑁
𝑋 =
1848
30
= 61.6
10. Continous Series
In Continous Series the variable presented is in the form of Class.So again the
formula and Calculation process is liitle different
Find the AM form the following data
Marks 0-10 10-20 20-30 30-40 40-50 50-60
No of Students 2 6 9 7 4 2
So first of all we will find the mid points for the marks column and than that mid
point column is our X value.After that the procedure remain same as in the case of
Discrete Series
𝑋 =
𝑓𝑥
𝑁
Example
Solution
11. Marks(X) No of
Students(F)
0-10 2
10-20 6
20-30 9
30-40 7
40-50 4
50-60 2
30
• The working rule for calculating mid points is
• Simply you have to add the upper limit and lower limit of every class intervals
Like
𝑈𝑝𝑝𝑒𝑟 𝑙𝑖𝑚𝑖𝑡+𝑙𝑜𝑤𝑒𝑟 𝑙𝑖𝑚𝑖𝑡
2
=
0+10
2
= 5 and so on……..
Mid-point(x)
5
15
20
25
30
35
F*x
10
90
225
245
180
110
860
𝑋 =
𝑓𝑥
𝑁
𝑋 =
860
30
= 28.67
12. Age No of Patients
10-19 7
20-29 1
30-39 4
40-49 3
As we discussed Continous Series is divided into Inclusive and Exclusive
Conversion of Inclusive into Exclusive Series
The data here is in the form of Inclusive
Series.We have to change the inclusive
series into Exclusive Series like
We find the distance between the lower limit of
the Second class Interval and the upper limit of
the first class –Interval.This is equal to 20 minus
19 =1.We Subtract
1
2
of this i.e, 0.5 form the lower limit and add it to
the upper limt.So the new classes will be
Age No of Patients
9.5-19.5 7
19.5-29.5 1
29.5-39.5 4
39.5-49.5 3
Inclusive Series
Exclusive Series
14. Individual Series Discrete Series Continous Series
“n”=No of observations
“d” =deviation of the vaiate
x from “a”
“a” = assumed mean
“N”= sum of frequencies
“d” =deviation of the
vaiate x from “a”
“a” = assumed mean
“N”= sum of frequencies
“d” =deviation of the
vaiate x from “a”
“a” = assumed mean
𝑋 = 𝑎 +
𝑑
𝑛
𝑋 = 𝑎 +
𝑓𝑑
𝑁
𝑋 = 𝑎 +
𝑓𝑑
𝑁
Formula for Calculating AM by using Shot- cut
method in individual,discrete and continous
series
15. Individual Series
Find the AM form the following data
1,2,3,4,5
Let a=3 ,i.e, assumed mean(this you have to let from the
above observations)
Example
Solution
𝑋 = 𝑎 +
𝑑
𝑛
(X) d=x-a
1 1-3=-2
2 2-3=-1
3 3-3=0
4 4-3=1
5 5-3=2
𝑑=0
𝑋 = 𝑎 +
𝑑
𝑛
𝑋 = 3 +
0
5
𝑋 =3
16. Discrete Series
In discrete Series we have variable with its frequency .Hence the formula and
Calculation process is liitle different
Find the AM form the following data
X 0 1 2 3 4 5 6 7 8 9 10
F 2 8 43 133 207 260 213 120 54 9 1
Example
𝑋 = 𝑎 +
𝑓𝑑
𝑁
18. Continous Series
In Continous Series the variable presented is in the form of Class.So again the
formula and Calculation process is liitle different
Find the AM form the following data
Class 100-120 120-140 140-160 160-180 180-200 200-220 220-240
Frequency 10 8 4 4 3 1 2
So first of all we will find the mid points for the marks column and than that mid
point column is our X value.After that the procedure remain same as in the case of
Discrete Series
𝑋 =
𝑓𝑥
𝑁
Example
Solution
21. Formula for Calculating AM by using Step-
deviation method in individual,discrete and
continous series
𝑋 = 𝑎 +
𝑓𝑑
𝑁
*i
The procedure of calculating AM is almost same as in the case of Shot-cut
method.The only difference is you have to divide the deviation column
i.e,(d=x-a) column by “i” which stands for width between the class
interval.
𝑑 =
𝑥 − 𝑎
𝑖
where
22. HOW TO FIND THE CORRECT
MEAN FROM INCORRECT
MEAN
23. Formula for calculating Correct Mean
𝐶𝑜𝑟𝑟𝑒𝑐𝑡 𝑀𝑒𝑎𝑛 =
incorrect ∑x – incorrect value+ correct value
𝑛
24. Average height is given in the question i.e, x̄ = 166 cmSolution
The average height of 10 students in a class was calculated as
166 cm. On verification it was found that one reading was
wrongly recorded as 160 cm instead of 150 cm. Find the
correct mean height
Example
But x̄ = 166 cm is incorrect mean as it was found that one
reading was wrongly recorded as 160 cm instead of 150 cm
𝑋 =
𝑥
𝑛
166=
𝑥
10
𝑥 =1660
Hence Incorrect 𝑥 =1660
25. Now by applying the formula
𝐶𝑜𝑟𝑟𝑒𝑐𝑡 𝑀𝑒𝑎𝑛 =
incorrect ∑x – incorrect value+ correct value
𝑛
𝐶𝑜𝑟𝑟𝑒𝑐𝑡 𝑀𝑒𝑎𝑛 =
1660– 160+150
10
Hence the correct mean height is 165 cm
27. This formula is used when the mean of the
two series are given in the question
where
= Combined mean of the two series
= Size of the first Series
= Mean of the first series
= Size of the second series
= Mean of the Second series
28. Total number of studets in the class =50Solution
There are 50 students in a class of which 40 are boys and rest
girls.The Average weight of the class is 44 kg and the average
weight of the girls is 40 kg.Find the average weight of the
boys
Example
= 44 (No of Boys in class)= 40
(No of girls in class)= 10
(Average weight of the boys)= ?
(Average weight of the girls)= 40
29. Now by applying the formula
44 =
40 ∗ 𝑋1 + 40 ∗ 40
40 + 10
= 45
31. Find the value of k from the following data whose mean is 16.6
X 8 12 15 K 20 25 30
F 12 16 20 24 16 8 4
𝑋 =
𝑓𝑥
𝑁
Example
Solution
X F F*x
8 12 96
12 16 192
15 20 300
K 24 24k
20 16 320
25 8 200
30 4 120
𝑓𝑥=24k+1228
16.6 =
24𝑘 + 1228
𝑁
24𝑘 = 1660 − 1228 = 432
𝑘 = 18