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Limits to statistical method

Limits to statistical method: The mechanics of generating data and undertaking statistical analysis and modeling with that data are relatively straightforward. What is less clear is the process of structuring the scope and content of an empirical study and interpreting the results of data collection, statistical analysis and modeling. The “science” of statistics inevitably needs some of the “art” of interpretation.

The first and most important point to investigate is whether the fundamental question being investigated is properly specified (i.e., can a hypothesis be rejected or is the method relevant to the objective) and whether the scope of the data and methods being used are a reasonable approximation of the problem under investigation.

Depending on whether the study involves using deductive or inductive reasoning to derive a conclusion, the authors may require more or less statistical and modeling rigor.

   Related Questions in Microeconomics

  • Q : Changes in supply of loanable funds The

    The supply of loanable funds changes positively along with the: (w) willingness of people to defer consumption in the future. (x) profitability and productivity of new capital investments. (y) price of the output about new capital will produce. (z) fu

  • Q : Relative price and income inelasticity

    Technological advances have raised agricultural productivity enormously among 1800 and nowadays, and therefore, the relative incomes of family farmers declined dramatically. There hardships endured through American farm families throughout this period

  • Q : Precise Equality of Income Distribution

    Precise equality of income distribution is demonstrated by: (1) line 0A0'. (2) line 0B0'. (3) line 0C0'. (4) line 0D0'. (5) line 0E0'.

    Q : Marginal Benefits The marginal

    The marginal advantage/profit to you of a usual activity in which you engage tends to: (i) Raise as long as you enjoy the activity. (ii) Eventually reduce as you do more of activity. (iii) Stabilize when the market price of doing the activity stay constant. (iv) Impro

  • Q : Government and Labor Assume that the

    Assume that the male nurses are salaried more than female nurses for the similar work. When an ‘equal pay for equal work’ law is passed and enforced, this might: (i) Decrease the wages of male nurses. (ii) Not influence the wages of the female nurses. (iii

  • Q : Expansion of increasing cost industries

    Expansion of the industry in increasing cost industries causes: (w) increases in each firm’s costs at every level of output. (x) decreases in each firm’s costs at every level of output. (y) all firms to suffer long-run economic losses. (z)

  • Q : Changing effects of price of a product

    Increasing the price of a product will raise total revenue proportionally into the unlikely event which demand was: (1) perfectly price elastic. (2) relatively price elastic. (3) unitarily price elastic. (4) relatively price inelastic (5) perfectly price inelastic.

  • Q : Ratio of perfect equality and Lorenz

    The ratio of the area between the perfect equality reference line and the Lorenz curve is the: (w) Gini index. (x) relative income (y) poverty line (z) marginal productivity standard.

    Q : Potential advantage of Proprietorships

    Beth and Anna each own a florist shop. After many years of rivalry, they make a decision to team up and make a partnership. The potential advantage of such a union would be that: (1) They can divide up duties and become more proficient. (2) Their partnership profits n

  • Q : Demands for productive resources The

    The demands for productive resources are eventually “derived” by the: (w) marginal utility they directly generate. (x) demands for consumer goods and services. (y) disutility incurred in supplying labor. (z) equity of resource owners as ju