Analysis of running time

Part 1 of ebook "Economic and financial modelling with EViews: A guide for students and professionals" provides readers with contents including: Chapter 1 - Introduction to EViews; Chapter 2 - A guideline for running regression; Chapter 3 - Time series analysis; Chapter 4 - Time series modelling; Chapter 5 - Further properties of time series; Chapter 6 - Economic forecasting using regression; Chapter 7 - Economic forecasting using ARIMA modelling;...

154p daonhiennhien 03-07-2024 1 1   Download

Lecture Data structure and Algorithm basic lab: Week 7. This lesson provides students with content about: binary search; binary search code; recursive binary search; binary search performance test; Big O Notation; running time analysis in searching algorithms; list verification;... Please refer to the detailed content of the lecture!

31p codabach1016 03-05-2024 2 0   Download

This book provides a comprehensive introduction to the modern study of computer algorithms. It presents many algorithms and covers them in considerable depth, yet makes their design and analysis accessible to all levels of readers. We have tried to keep explanations elementary without sacrificing depth of coverage or mathematical rigor. The book contains 244 figures—many with multiple parts - illustrating how the algorithms work. Since we emphasize efficiency as a design criterion, we include careful analyses of the running times of all our algorithms.

1313p haojiubujain08 01-11-2023 7 2   Download

Lecture 3 - Example – 2 dimension maxima. The main contents of this lecture include all of the following: Graph, example: 2-dimension maxima, running time analysis, analysis of 2-d maxima, running time analysis: criteria.

27p youzhangjing_1909 28-04-2022 12 2   Download

We will now show that in the average case, quicksort runs in Θ(n log n) time. Recall that when we talked about average case at the beginning of the semester, we said that it depends on some assumption about the distribution of inputs. In this lecture, you find clear explanations of Analysis of quick sort average case.

31p youzhangjing_1909 28-04-2022 7 1   Download

Dijkstra’s single-source shortest path algorithm works if all edges weights are non-negative and there are no negative cost cycles. Bellman-Ford allows negative weights edges and no negative cost cycles. The algorithm is slower than Dijkstra’s, running in Θ(VE) time. In this lecture, you find clear explanations of Bellman-Ford Algorithm.

18p youzhangjing_1909 28-04-2022 9 1   Download

Lecture Data Structures: Lesson 35 provide students with knowledge about dynamic equivalence problem; the trees we will use are not necessarily binary; to perform union of two sets, we merge the two trees by making the root of one point to the root of the other;...

20p hanthienngao 15-04-2022 11 1   Download

A non-material shell finite element model is developed and applied to the example problem of a slack steel belt moving on two rotating drums. For the first time in the open literature we demonstrate an approach for predicting the time evolution of the lateral run-off velocity of the belt in response to its geometric imperfection and angular drum misalignment.

18p guernsey 28-12-2021 21 0   Download

This chapter provides knowledge of demand estimation & forecasting. The contents of this chapter include all of the following: Economic and Accounting Costs; Role of Time in Cost Analysis; Short-run Cost Curves; Long-run Cost Curves; Minimum Efficient Scale; Firm Size and Plant Size; Learning Curves; Economies of Scope; Cost-volume-profit Analysis.

25p caphesuadathemtac 09-11-2021 8 1   Download

: RNA-Seq has become one of the most widely used applications based on next-generation sequencing technology. However, raw RNA-Seq data may have quality issues, which can significantly distort analytical results and lead to erroneous conclusions. Therefore, the raw data must be subjected to vigorous quality control (QC) procedures before downstream analysis. Currently, an accurate and complete QC of RNA-Seq data requires of a suite of different QC tools used consecutively, which is inefficient in terms of usability, running time, file usage, and interpretability of the results.

10p vibeauty 23-10-2021 11 0   Download

Lecture Analysis of Algorithms - Lesson 03: Sorting present the content: asymptotic performance, running time, memory/storage requirements, insertion sort, analyzing insertion sort, simplifications, upper bound notation,...

54p bachdangky 06-09-2021 10 1   Download

Lecture Analysis of Algorithms - Lesson 06: Selection sort. After studying this section you should be able to: selection sort loops over indices in the array; for each index, selection sort calls index Of minimum and swap. If the length of the array is n , there are n indices in the array,...

10p bachdangky 06-09-2021 12 1   Download

Full RNA-Seq is a fundamental research tool for whole transcriptome analysis. However, it is too costly and time consuming to be used in routine clinical practice. We evaluated the transcript quantification agreement between RNA-Seq and a digital multiplexed gene expression platform, and the subtype call after running the PAM50 assay in a series of breast cancer patients classified as triple negative by IHC/FISH.

11p visilicon2711 20-08-2021 13 1   Download

Lecture Algorithms - Chapter 6.4: Maximum Flow. After studying this section will help you understand: introduction, Ford-Fulkerson algorithm, maxflow-mincut theorem, analysis of running time, Java implementation, applications,...

73p gongyuefei 22-08-2021 18 1   Download

This study evaluates the new fiscal regime to ascertain its attractiveness and impact on contractor take. Four features (royalty, cost recovery, tax oil, and profit oil) of the PSC contract terms were used to determine contractor and government takes from the transactions. This study adopted the full range of oil prices captured in the amended DOIBPSC Act in addition to the current market price of oil estimation.

10p mynguyenha 21-07-2021 18 1   Download

This paper aims to investigate the determinants of water demand in Kuwait and assess their impact on consumption. To do this, we applied the cointegration regression and the error correction model (ECM) on annual time series data, covering the period from 1972 to 2019. We found that the price elasticity for fresh water demand in Kuwait is negative and elastic in the long run (-1.095), which is consistent with the existing literature. Also, we found that the income elasticity for demand was positive in the long run (0.234), however, no short run effect was found for either price or income.

5p mynguyenha 21-07-2021 10 2   Download

This paper considers an application of the Markov switching vector error correction model to the analysis of the long-run and the short-run dependence of Russian real GDP and real exchange on oil prices. An algorithm for estimation of the model with a priori information on a state of hidden Markov chain in some periods of time is provided.

11p caygaocaolon11 18-04-2021 21 2   Download

This paper applied the ARDL bounds test approach and the VECM test technique to examine the long run relationship and direction of causality between renewable energy consumption and economic growth in Argentina. Quarterly time series data was employed in this study covering a period between 1990 and 2018. Trade openness, capital and employment were included in the study to form a multivariate framework. The results established that there is a long run relationship between the variables.

8p caygaocaolon11 18-04-2021 13 1   Download

Previous studies have suggested that distinct and homogenous sub-groups of gait patterns exist among runners with patellofemoral pain (PFP), based on gait analysis. However, acquisition of 3D kinematic data using optical systems is time consuming and prone to marker placement errors.

10p vitennessee2711 01-02-2021 8 1   Download

The main objective of this study is to empirically test whether there exist short run and long run causality between, residential electricity consumption (REC), industrial electricity consumption (IEC) and economic growth in Kingdom of Saudi Arabia (KSA). Time series data for this study spans from 1990 to 2019. The study adopts granger causality and co. Integration analysis to estimate a vector error correction model (VECM). Results from error correction model show that there exist long run co. integration relationship between targeted variables.

8p nguaconbaynhay10 22-02-2021 15 2   Download