This is a survey of non-linear regression models, with an emphasis on the theory
of estimation and hypothesis testing rather than computation and applications,
although there will be some discussion of the last two topics. For a general
discussion of computation the reader is referred to Chapter 12 of this Handbook
by Quandt. My aim is to present the gist of major results; therefore, I will
sometimes omit proofs and less significant assumptions. For those, the reader
must consult the original sources....
Research is an activity which people undertake in order to find things in a systematic way as a means of increasing their knowledge base.
Dissertations must follow Graduate School guidelines, whereas criteria for style and organization of a research paper are at the discretion of the professor.
We describe a corpus-based investigation of proposals in dialogue. First, we describe our DR/compliant coding scheme and report our inter-coder reliability results. Next, we test several hypotheses about what constitutes a well-formed proposal. 1 Introduction we report our findings .on tracking agreement. 2 Tracking Agreement Our corpus consists of 24 computer-mediated dialogues 1 in which two participants collaborate on a simple task of buying furniture for the living and dining rooms of a house (a variant of the task in (Walker, 1993)). ...
We test three hypotheses concerning the impact of loan market competition on euro area banks’ loan
and deposit rates. First, we examine the effect of loan market competition on the level on bank loan
and deposit rates; second, using a panel error-correction model (ECM) we estimate the effect of loan
market competition on the long-run equilibrium pass-through of bank interest rates to changes in
corresponding market interest rates; third, we also test the impact of competition in the loan market on
the immediate adjustment of bank interest rates to changes in market interest rates....
We investigate the connection between part of speech (POS) distribution and content in language. We deﬁne POS blocks to be groups of parts of speech. We hypothesise that there exists a directly proportional relation between the frequency of POS blocks and their content salience. We also hypothesise that the class membership of the parts of speech within such blocks reﬂects the content load of the blocks, on the basis that open class parts of speech are more content-bearing than closed class parts of speech.
Chapter 7 – Hypothesis testing. This chapter include objectives: Define a hypothesis and describe the steps of hypothesis testing, define a hypothesis and describe the steps of hypothesis testing, distinguish between one-tailed and two-tailed tests of hypotheses,...
C H A P T E R
Test driving – sampling theory, estimation and hypothesis testing
This chapter will help you to:
■ ■ ■ ■ ■
understand the theory behind the use of sample results for prediction make use of the t distribution and appreciate its importance construct and interpret interval estimates of population means and population proportions work out necessary sample sizes for interval estimation carry out tests of hypotheses about population means, proportions and medians, and draw appropriate conclusions from them use the technology; the t distr...
C H A P T E R
High performance – statistical inference for comparing population means and bivariate data
This chapter will help you to:
test hypotheses on the difference between two population means using independent samples and draw appropriate conclusions ■ carry out tests of hypotheses about the difference between two population means using paired data and draw appropriate conclusions ■ test differences between population means using analysis of variance analysis (ANOVA) and draw appropriate conclusions
The last twenty years of the last millennium are characterized by complex automatization
of industrial plants. Complex automatization of industrial plants means a
switch to factories, automatons, robots and self adaptive optimization systems. The
mentioned processes can be intensified by introducing mathematical methods into
all physical and chemical processes
Overall, our analysis can be understood as one of the first cross-country empirical
studies on the determinants of bank fees and as a contribution to the literature
testing the contradictory empirical predictions of the SCP and ES hypotheses
regarding the influence of concentration on prices in the banking industry.
Because larger ﬁrms are much more likely to be covered by collective bargaining
contracts and works councils, a closely related issue concerns the independent role
of ﬁrm size in providing wage insurance. As ﬁrm size is typically viewed as a good
proxy for capital market access (e.g., Gertler and Gilchrist 1994), insurance contracts
should be particularly apparent for individuals working at larger employers.
As science, ecology is often accused of being weak because of its basic lack of
predictive power (Peters 1991) and the many ecological concepts judged vague
or tautological (Shrader-Frechette and McCoy 1993). Also, important paradigms
that dominated the ecological scene for years have been discarded in
favor of new concepts and theories that swamp the most recent ecological
literature (e.g., the abandoning of the island biogeography theory in favor of
the metapopulations theory; Hanski and Simberloff 1997).
This paper suggests refinements for the Distributional Similarity Hypothesis. Our proposed hypotheses relate the distributional behavior of pairs of words to lexical entailment – a tighter notion of semantic similarity that is required by many NLP applications. To automatically explore the validity of the defined hypotheses we developed an inclusion testing algorithm for characteristic features of two words, which incorporates corpus and web-based feature sampling to overcome data sparseness. ...
In this chapter you will: Develop an understanding of the importance and nature of quality control checks, understand the data entry process and data entry alternatives, learn how surveys are tabulated and cross-tabulated, understand the concept of hypothesis development and how to text hypotheses.
Chapter 3 - A brief overview of the classical linear regression model. In this chapter, you will learn how to: Derive the OLS formulae for estimating parameters and their standard errors, explain the desirable properties that a good estimator should have, discuss the factors that affect the sizes of standard errors, test hypotheses using the test of significance and confidence interval approaches, interpret p-values, estimate regression models and test single hypotheses in EViews.
Chapter 4 - Further development and analysis of the classical linear regression model. In this chapter, you will learn how to: Construct models with more than one explanatory variable, test multiple hypotheses using an F-test, determine how well a model fits the data, form a restricted regression, derive the OLS parameter and standard error estimators using matrix algebra, estimate multiple regression models and test multiple hypotheses in EViews.
A number of results in the study of realtime sentence comprehension have been explained by computational models as resulting from the rational use of probabilistic linguistic information. Many times, these hypotheses have been tested in reading by linking predictions about relative word difﬁculty to word-aggregated eye tracking measures such as go-past time. In this paper, we extend these results by asking to what extent reading is well-modeled as rational behavior at a ﬁner level of analysis, predicting not aggregate measures, but the duration and location of each ﬁxation. ...
Chapter 4 - Developing the research plan. The following will be discussed in this chapter: Research approaches, hypotheses, types of hypotheses, hypothesis testing, direction of expected results, data collection techniques,...
In panel data models (as in single-equation multiple-regression models) we are interested in testing two types of hypotheses: hypotheses about the variances and covariances of the stochastic error terms and hypotheses about the regression coefficients. The general to simple procedure provides a good guide.