Metro Manila Independent And Dependent Variables Pdf

independent and dependent variables – iSixSigma

Independent And Dependent Variable Examples Pdf

independent and dependent variables pdf

independent and dependent variables – iSixSigma. 14/2/2019 · Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section., Independent And Dependent Variables Sixth Grade. Displaying all worksheets related to - Independent And Dependent Variables Sixth Grade. Worksheets are 6th grade dependent and independent variables chapter, Independent and dependent variables practice work, Identifying variables work, 6th grade, Independent and dependent, Independent and dependent variables, Identifyingvariableswork ….

independent and dependent variables – iSixSigma

Research Methods Chapter 07 - Independent and dependent. 1 Independent and Dependent Variable Examples Generally speaking, in any given model or equation, there are two types of variables: Independent variables - …, b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do.

14/2/2019 · Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section. Independent And Dependent Variables Sixth Grade. Displaying all worksheets related to - Independent And Dependent Variables Sixth Grade. Worksheets are 6th grade dependent and independent variables chapter, Independent and dependent variables practice work, Identifying variables work, 6th grade, Independent and dependent, Independent and dependent variables, Identifyingvariableswork …

1 Independent and Dependent Variable Examples Generally speaking, in any given model or equation, there are two types of variables: Independent variables - … Introduction to Quantitative Methods Parina Patel October 15, 2009 Contents 1 De nition of Key Terms 2 Dependent Variable Independent Variable{IV: Variables that help explain the change in the dependent variable 3. Hypothesis: An empirical statement which seeks to test the relation-ship between at least two variables.

Introduction to Quantitative Methods Parina Patel October 15, 2009 Contents 1 De nition of Key Terms 2 Dependent Variable Independent Variable{IV: Variables that help explain the change in the dependent variable 3. Hypothesis: An empirical statement which seeks to test the relation-ship between at least two variables. An independent variable is an input, assumption, or driver that is changed in order to assess its impact on a dependent variable (the outcome). Think of the independent variable as the input and the dependent variable as the output. In financial modeling and analysis, …

14/2/2019 · Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section. An independent variable is an input, assumption, or driver that is changed in order to assess its impact on a dependent variable (the outcome). Think of the independent variable as the input and the dependent variable as the output. In financial modeling and analysis, …

INDEPENDENT VS. DEPENDENT VARIABLES Dependent variables are the variables being measured Independent variables are the variables being manipulated Directions: Find which variable is the independent and which is dependent. Once you have answered, the answers are below. 14/2/2019В В· Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section.

14/2/2019 · Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section. has three kinds of variables: independent, dependent, and controlled. The independent variable is the one that is changed/controlled by the scientist. To ensure a fair test, a good experiment has only one independent variable. As the scientist changes the independent variable, he or …

Analyze the relationship between the dependent and independent variables using graphs and tables, and relate these to the equation. For example, in a problem involving motion at constant speed, list and graph ordered pairs of distances and times, Partner Practice.pdf. Independent Practice. 20 minutes. 13/9/2013В В· Extraneous variables are defined as any variable other than the independent and dependent variable. Control variables are variables that are kept the same in each trial.

Practice – Identifying Independent and Dependent p 246 . Name Determine the independent and dependent variables in the given situations. 1. How much time I spend on the phone effects how much studying I get done. a. Independent Variable: b. Dependent Variable: 2. Practice – Identifying Independent and Dependent p 246 . Name Determine the independent and dependent variables in the given situations. 1. How much time I spend on the phone effects how much studying I get done. a. Independent Variable: b. Dependent Variable: 2.

1 Independent and Dependent Variable Examples Generally speaking, in any given model or equation, there are two types of variables: Independent variables - … An independent variable is an input, assumption, or driver that is changed in order to assess its impact on a dependent variable (the outcome). Think of the independent variable as the input and the dependent variable as the output. In financial modeling and analysis, …

b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do An independent variable is an input, assumption, or driver that is changed in order to assess its impact on a dependent variable (the outcome). Think of the independent variable as the input and the dependent variable as the output. In financial modeling and analysis, …

AND IDENTIFY THE INDEPENDENT AND DEPENDENT VARIABLES Elizabeth wanted to test if temperature affected how fast milk goes bad and curdles. She left milk in a room temperature closet, a fridge, and a oven that was turned on low heat. She then measured how rotten the milk 22/3/2017В В· This video covers material from Research Methods for the Behavioral Sciences Research Methods - Chapter 07 - Independent and dependent variables Abraham Feinberg. Loading...

Analyze the relationship between the dependent and independent variables using graphs and tables, and relate these to the equation. For example, in a problem involving motion at constant speed, list and graph ordered pairs of distances and times, Partner Practice.pdf. Independent Practice. 20 minutes. Identify Independent And Dependent Variables. Displaying all worksheets related to - Identify Independent And Dependent Variables. Worksheets are Identifyingvariableswork directions, Identifying variables work, Name for each item below specify the independent and, Independent and dependent variables practice work, Independent and dependent variables, Independent and dependent events, …

b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do

Research Methods Chapter 07 - Independent and dependent

independent and dependent variables pdf

Independent And Dependent Variable Examples Pdf. Analyze the relationship between the dependent and independent variables using graphs and tables, and relate these to the equation. For example, in a problem involving motion at constant speed, list and graph ordered pairs of distances and times, Partner Practice.pdf. Independent Practice. 20 minutes., Independent And Dependent Variables Sixth Grade. Displaying all worksheets related to - Independent And Dependent Variables Sixth Grade. Worksheets are 6th grade dependent and independent variables chapter, Independent and dependent variables practice work, Identifying variables work, 6th grade, Independent and dependent, Independent and dependent variables, Identifyingvariableswork ….

Independent And Dependent Variable Examples Pdf. 1 Independent and Dependent Variable Examples Generally speaking, in any given model or equation, there are two types of variables: Independent variables - …, b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do.

Research Methods Chapter 07 - Independent and dependent

independent and dependent variables pdf

Independent And Dependent Variable Examples Pdf. Independent And Dependent Variables Sixth Grade. Displaying all worksheets related to - Independent And Dependent Variables Sixth Grade. Worksheets are 6th grade dependent and independent variables chapter, Independent and dependent variables practice work, Identifying variables work, 6th grade, Independent and dependent, Independent and dependent variables, Identifyingvariableswork … 6/8/2016 · An independent variable ( also called the manipulated variable) can stand alone and it is the variable you change or manipulate. The dependent variable is the variable ….

independent and dependent variables pdf


14/2/2019 · Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section. An independent variable is an input, assumption, or driver that is changed in order to assess its impact on a dependent variable (the outcome). Think of the independent variable as the input and the dependent variable as the output. In financial modeling and analysis, …

Independent Variables, Dependent Variables and Constants Worksheet Directions: Identify the independent variable, dependent variable, constants, and control groups in the following studies. 1. Mr. Smith wanted to see if the color of light shined on a plant had an effect on the number of leaves it had. AND IDENTIFY THE INDEPENDENT AND DEPENDENT VARIABLES Elizabeth wanted to test if temperature affected how fast milk goes bad and curdles. She left milk in a room temperature closet, a fridge, and a oven that was turned on low heat. She then measured how rotten the milk

An independent variable is an input, assumption, or driver that is changed in order to assess its impact on a dependent variable (the outcome). Think of the independent variable as the input and the dependent variable as the output. In financial modeling and analysis, … 14/2/2019 · Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section.

Practice – Identifying Independent and Dependent p 246 . Name Determine the independent and dependent variables in the given situations. 1. How much time I spend on the phone effects how much studying I get done. a. Independent Variable: b. Dependent Variable: 2. b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do

6/8/2016 · An independent variable ( also called the manipulated variable) can stand alone and it is the variable you change or manipulate. The dependent variable is the variable … Identify Independent And Dependent Variables. Displaying all worksheets related to - Identify Independent And Dependent Variables. Worksheets are Identifyingvariableswork directions, Identifying variables work, Name for each item below specify the independent and, Independent and dependent variables practice work, Independent and dependent variables, Independent and dependent events, …

AND IDENTIFY THE INDEPENDENT AND DEPENDENT VARIABLES Elizabeth wanted to test if temperature affected how fast milk goes bad and curdles. She left milk in a room temperature closet, a fridge, and a oven that was turned on low heat. She then measured how rotten the milk 15/3/2005 · There has been some recent discussion regarding the identification and use of various variables as independent and dependent variables, particularly in terms of count versus continuous variables. In trying to find reference support – not just to reinforce but also to better articulate a

15/3/2005 · There has been some recent discussion regarding the identification and use of various variables as independent and dependent variables, particularly in terms of count versus continuous variables. In trying to find reference support – not just to reinforce but also to better articulate a Independent Variables, Dependent Variables and Constants Worksheet Directions: Identify the independent variable, dependent variable, constants, and control groups in the following studies. 1. Mr. Smith wanted to see if the color of light shined on a plant had an effect on the number of leaves it had.

Research Methods Chapter 07 - Independent and dependent

independent and dependent variables pdf

independent and dependent variables – iSixSigma. b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do, has three kinds of variables: independent, dependent, and controlled. The independent variable is the one that is changed/controlled by the scientist. To ensure a fair test, a good experiment has only one independent variable. As the scientist changes the independent variable, he or ….

Independent And Dependent Variable Examples Pdf

Independent And Dependent Variable Examples Pdf. Independent And Dependent Variables Sixth Grade. Displaying all worksheets related to - Independent And Dependent Variables Sixth Grade. Worksheets are 6th grade dependent and independent variables chapter, Independent and dependent variables practice work, Identifying variables work, 6th grade, Independent and dependent, Independent and dependent variables, Identifyingvariableswork …, 15/3/2005 · There has been some recent discussion regarding the identification and use of various variables as independent and dependent variables, particularly in terms of count versus continuous variables. In trying to find reference support – not just to reinforce but also to better articulate a.

AND IDENTIFY THE INDEPENDENT AND DEPENDENT VARIABLES Elizabeth wanted to test if temperature affected how fast milk goes bad and curdles. She left milk in a room temperature closet, a fridge, and a oven that was turned on low heat. She then measured how rotten the milk 13/9/2013В В· Extraneous variables are defined as any variable other than the independent and dependent variable. Control variables are variables that are kept the same in each trial.

15/3/2005 · There has been some recent discussion regarding the identification and use of various variables as independent and dependent variables, particularly in terms of count versus continuous variables. In trying to find reference support – not just to reinforce but also to better articulate a Introduction to Quantitative Methods Parina Patel October 15, 2009 Contents 1 De nition of Key Terms 2 Dependent Variable Independent Variable{IV: Variables that help explain the change in the dependent variable 3. Hypothesis: An empirical statement which seeks to test the relation-ship between at least two variables.

Identify Independent And Dependent Variables. Displaying all worksheets related to - Identify Independent And Dependent Variables. Worksheets are Identifyingvariableswork directions, Identifying variables work, Name for each item below specify the independent and, Independent and dependent variables practice work, Independent and dependent variables, Independent and dependent events, … An independent variable is an input, assumption, or driver that is changed in order to assess its impact on a dependent variable (the outcome). Think of the independent variable as the input and the dependent variable as the output. In financial modeling and analysis, …

b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do 22/3/2017В В· This video covers material from Research Methods for the Behavioral Sciences Research Methods - Chapter 07 - Independent and dependent variables Abraham Feinberg. Loading...

Identify Independent And Dependent Variables. Displaying all worksheets related to - Identify Independent And Dependent Variables. Worksheets are Identifyingvariableswork directions, Identifying variables work, Name for each item below specify the independent and, Independent and dependent variables practice work, Independent and dependent variables, Independent and dependent events, … 6/8/2016 · An independent variable ( also called the manipulated variable) can stand alone and it is the variable you change or manipulate. The dependent variable is the variable …

Independent And Dependent Variables Sixth Grade. Displaying all worksheets related to - Independent And Dependent Variables Sixth Grade. Worksheets are 6th grade dependent and independent variables chapter, Independent and dependent variables practice work, Identifying variables work, 6th grade, Independent and dependent, Independent and dependent variables, Identifyingvariableswork … Independent Variables, Dependent Variables and Constants Worksheet Directions: Identify the independent variable, dependent variable, constants, and control groups in the following studies. 1. Mr. Smith wanted to see if the color of light shined on a plant had an effect on the number of leaves it had.

1 Independent and Dependent Variable Examples Generally speaking, in any given model or equation, there are two types of variables: Independent variables - … Independent Variables, Dependent Variables and Constants Worksheet Directions: Identify the independent variable, dependent variable, constants, and control groups in the following studies. 1. Mr. Smith wanted to see if the color of light shined on a plant had an effect on the number of leaves it had.

6/8/2016 · An independent variable ( also called the manipulated variable) can stand alone and it is the variable you change or manipulate. The dependent variable is the variable … 1 Independent and Dependent Variable Examples Generally speaking, in any given model or equation, there are two types of variables: Independent variables - …

AND IDENTIFY THE INDEPENDENT AND DEPENDENT VARIABLES Elizabeth wanted to test if temperature affected how fast milk goes bad and curdles. She left milk in a room temperature closet, a fridge, and a oven that was turned on low heat. She then measured how rotten the milk Identify Independent And Dependent Variables. Displaying all worksheets related to - Identify Independent And Dependent Variables. Worksheets are Identifyingvariableswork directions, Identifying variables work, Name for each item below specify the independent and, Independent and dependent variables practice work, Independent and dependent variables, Independent and dependent events, …

22/3/2017 · This video covers material from Research Methods for the Behavioral Sciences Research Methods - Chapter 07 - Independent and dependent variables Abraham Feinberg. Loading... 1 Independent and Dependent Variable Examples Generally speaking, in any given model or equation, there are two types of variables: Independent variables - …

Introduction to Quantitative Methods Parina Patel October 15, 2009 Contents 1 De nition of Key Terms 2 Dependent Variable Independent Variable{IV: Variables that help explain the change in the dependent variable 3. Hypothesis: An empirical statement which seeks to test the relation-ship between at least two variables. has three kinds of variables: independent, dependent, and controlled. The independent variable is the one that is changed/controlled by the scientist. To ensure a fair test, a good experiment has only one independent variable. As the scientist changes the independent variable, he or …

INDEPENDENT VS. DEPENDENT VARIABLES Dependent variables are the variables being measured Independent variables are the variables being manipulated Directions: Find which variable is the independent and which is dependent. Once you have answered, the answers are below. Introduction to Quantitative Methods Parina Patel October 15, 2009 Contents 1 De nition of Key Terms 2 Dependent Variable Independent Variable{IV: Variables that help explain the change in the dependent variable 3. Hypothesis: An empirical statement which seeks to test the relation-ship between at least two variables.

Identify Independent And Dependent Variables. Displaying all worksheets related to - Identify Independent And Dependent Variables. Worksheets are Identifyingvariableswork directions, Identifying variables work, Name for each item below specify the independent and, Independent and dependent variables practice work, Independent and dependent variables, Independent and dependent events, … 22/3/2017 · This video covers material from Research Methods for the Behavioral Sciences Research Methods - Chapter 07 - Independent and dependent variables Abraham Feinberg. Loading...

22/3/2017В В· This video covers material from Research Methods for the Behavioral Sciences Research Methods - Chapter 07 - Independent and dependent variables Abraham Feinberg. Loading... 14/2/2019В В· Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section.

Introduction to Quantitative Methods Parina Patel October 15, 2009 Contents 1 De nition of Key Terms 2 Dependent Variable Independent Variable{IV: Variables that help explain the change in the dependent variable 3. Hypothesis: An empirical statement which seeks to test the relation-ship between at least two variables. 14/2/2019В В· Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section.

independent and dependent variables – iSixSigma

independent and dependent variables pdf

Research Methods Chapter 07 - Independent and dependent. b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do, 15/3/2005 · There has been some recent discussion regarding the identification and use of various variables as independent and dependent variables, particularly in terms of count versus continuous variables. In trying to find reference support – not just to reinforce but also to better articulate a.

independent and dependent variables pdf

Independent And Dependent Variable Examples Pdf. Analyze the relationship between the dependent and independent variables using graphs and tables, and relate these to the equation. For example, in a problem involving motion at constant speed, list and graph ordered pairs of distances and times, Partner Practice.pdf. Independent Practice. 20 minutes., Analyze the relationship between the dependent and independent variables using graphs and tables, and relate these to the equation. For example, in a problem involving motion at constant speed, list and graph ordered pairs of distances and times, Partner Practice.pdf. Independent Practice. 20 minutes..

independent and dependent variables – iSixSigma

independent and dependent variables pdf

independent and dependent variables – iSixSigma. Analyze the relationship between the dependent and independent variables using graphs and tables, and relate these to the equation. For example, in a problem involving motion at constant speed, list and graph ordered pairs of distances and times, Partner Practice.pdf. Independent Practice. 20 minutes. Practice – Identifying Independent and Dependent p 246 . Name Determine the independent and dependent variables in the given situations. 1. How much time I spend on the phone effects how much studying I get done. a. Independent Variable: b. Dependent Variable: 2..

independent and dependent variables pdf

  • independent and dependent variables – iSixSigma
  • independent and dependent variables – iSixSigma
  • Independent And Dependent Variable Examples Pdf
  • independent and dependent variables – iSixSigma

  • 15/3/2005В В· There has been some recent discussion regarding the identification and use of various variables as independent and dependent variables, particularly in terms of count versus continuous variables. In trying to find reference support – not just to reinforce but also to better articulate a Independent Variables, Dependent Variables and Constants Worksheet Directions: Identify the independent variable, dependent variable, constants, and control groups in the following studies. 1. Mr. Smith wanted to see if the color of light shined on a plant had an effect on the number of leaves it had.

    Independent Variables, Dependent Variables and Constants Worksheet Directions: Identify the independent variable, dependent variable, constants, and control groups in the following studies. 1. Mr. Smith wanted to see if the color of light shined on a plant had an effect on the number of leaves it had. has three kinds of variables: independent, dependent, and controlled. The independent variable is the one that is changed/controlled by the scientist. To ensure a fair test, a good experiment has only one independent variable. As the scientist changes the independent variable, he or …

    15/3/2005 · There has been some recent discussion regarding the identification and use of various variables as independent and dependent variables, particularly in terms of count versus continuous variables. In trying to find reference support – not just to reinforce but also to better articulate a 13/9/2013 · Extraneous variables are defined as any variable other than the independent and dependent variable. Control variables are variables that are kept the same in each trial.

    14/2/2019В В· Designation of the dependent and independent variable involves unpacking the research problem in a way that identifies a general cause and effect and classifying these variables as either independent or dependent. The variables should be outlined in the introduction of your paper and explained in more detail in the methods section. INDEPENDENT VS. DEPENDENT VARIABLES Dependent variables are the variables being measured Independent variables are the variables being manipulated Directions: Find which variable is the independent and which is dependent. Once you have answered, the answers are below.

    Introduction to Quantitative Methods Parina Patel October 15, 2009 Contents 1 De nition of Key Terms 2 Dependent Variable Independent Variable{IV: Variables that help explain the change in the dependent variable 3. Hypothesis: An empirical statement which seeks to test the relation-ship between at least two variables. An independent variable is an input, assumption, or driver that is changed in order to assess its impact on a dependent variable (the outcome). Think of the independent variable as the input and the dependent variable as the output. In financial modeling and analysis, …

    Independent Variables, Dependent Variables and Constants Worksheet Directions: Identify the independent variable, dependent variable, constants, and control groups in the following studies. 1. Mr. Smith wanted to see if the color of light shined on a plant had an effect on the number of leaves it had. b) Dependent Variables Independent Variable: Independent Variables are defined as a characteristic that we (ones who are conducting the experiment) manipulate to identify a particular factor Independent and dependent variable examples pdf. Independent variables are also known as factor or prediction variable. The fact about the independent variable is that the participants of the experiment do

    Independent And Dependent Variables Sixth Grade. Displaying all worksheets related to - Independent And Dependent Variables Sixth Grade. Worksheets are 6th grade dependent and independent variables chapter, Independent and dependent variables practice work, Identifying variables work, 6th grade, Independent and dependent, Independent and dependent variables, Identifyingvariableswork … INDEPENDENT VS. DEPENDENT VARIABLES Dependent variables are the variables being measured Independent variables are the variables being manipulated Directions: Find which variable is the independent and which is dependent. Once you have answered, the answers are below.

    Three Types of Inspections T he Chemical Weapons Convention (CWC) prohibits the development, production, stockpiling, acquisition and use of chemical weapons and requires States Parties to destroy, within specific time frames, any chemi-cal weapons and related production facilities they may possess. In order to ensure steps are taken towards Hvpq sire inspection booklet pdf Negros Oriental WIN-TEC-31 MANAGEMENT OF VETTING PROCESS rev.: 1 issue: 11/10 Page 4 of 4 PREMUDA 5.8 Closure of corrective actions Normally it must be tried with all efforts from Ship Staff and Offices to address correctly all the observations

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