The document provides an overview of macroeconomic policies and concepts including:
1) It discusses the business cycle and macroeconomic equilibrium and how disturbances can cause instability.
2) Keynes argued that government intervention is necessary to address inherent instability in free markets. Fiscal and monetary policies can be used to stimulate aggregate demand.
3) Supply-side policies aim to shift aggregate supply curves by incentivizing production. Both demand and supply factors influence macroeconomic outcomes like growth, unemployment and inflation.
Neo classical general equilibrium theory which is based on Walrasian theory of general equilibrium 2*2*2 model and Marshallian graphical representation
Neo classical general equilibrium theory which is based on Walrasian theory of general equilibrium 2*2*2 model and Marshallian graphical representation
Lecture slides for an undergraduate course on Basic Macroeconomics that I taught in the Fall of 2007.
This lecture goes over the difference between real and nominal GDP.
objectives of fiscal policy
,
to accelerate the rate of economic growth:
,
optimum allocation of resources
,
generally following are the objectives of a fiscal
,
equitable distribution of income and wealth:
,
full employment
,
to encourage investment
,
economic stability:
All the three methods of national income accounting are explained with mathematical questions and answers. It is very helpful for the NCERT and SCERT plus two commerce and humanities students who have to learn these methods in the second chapter of macroeconomics.
Lecture slides for an undergraduate course on Basic Macroeconomics that I taught in the Fall of 2007.
This lecture goes over the difference between real and nominal GDP.
objectives of fiscal policy
,
to accelerate the rate of economic growth:
,
optimum allocation of resources
,
generally following are the objectives of a fiscal
,
equitable distribution of income and wealth:
,
full employment
,
to encourage investment
,
economic stability:
All the three methods of national income accounting are explained with mathematical questions and answers. It is very helpful for the NCERT and SCERT plus two commerce and humanities students who have to learn these methods in the second chapter of macroeconomics.
DB2
7 Economic Policy Challenging Incrementalism
Incremental and Nonincremental Policymaking
Traditionally, fiscal and monetary policies were made incrementally; that is, decision makers concentrated their attention on modest changes—increases or decreases—in existing taxing, spending, and deficit levels, as well as the money supply and interest rates. Incrementalism was especially pervasive in annual federal budget making. The president and Congress did not reconsider the value of all existing programs each year, or pay much attention to previously established expenditure levels. Rather last year’s expenditures were considered as a base of spending for each program, attractive consideration of the budget proposals focused on new items or increases over last year’s base.
But crises often force policymakers to abandon incrementalism and reach out in non-incremental directions. In economic policy, the president and Congress and the Fed are pressured to “do something” in the face of a perceived economic crisis, even if there is little consensus on what should be done, or even whether there is anything the federal government can do to resolve the crisis. As we shall see later in this chapter, the recession that began in 2008 caused policymakers to search for new policies and make dramatic changes in spending and deficit levels and to undertake unprecedented measures to prevent the collapse of financial markets and avoid a deep recession.
Fiscal and Monetary Policy
Economic policy is exercised primarily through the federal government’s fiscal policies—decisions about taxing, spending, and deficit levels—and its monetary policies—decisions about the money supply and interest rates.
Fiscal policy is made in the annual preparation of the federal budget by the president and the Office of Management and Budget, and subsequently considered by Congress in its annual appropriations bills and revisions of the tax laws. These decisions determine overall federal spending levels, as well as spending priorities among federal programs. Together with tax policy decisions (see Chapter 8), these spending decisions determine the size of the federal government’s annual deficits or surpluses.
Monetary policy is the principal responsibility of the powerful and independent Federal Reserve Board—“the Fed”—which can expand or contract the money supply through its oversight of the nation’s banking system (see “The Fed at Work” later in this chapter). Congress established the Federal Reserve System and its governing Board in 1913 and Congress could, if it wished, reduce its power or even abolish the Fed altogether. But no serious effort has ever been undertaken to do so.
Economic Theories As Policy Guides
The goals of economic policy are widely shared: growth in economic output and standards of living, full and productive employment of the nation’s work force, and stable prices with low inflation. But a variety of economic theories compete for preeminence as ways of achiev.
AnsA) When financial markets stood on the verge of collapse in th.pdfsutharbharat59
Ans:
A) When financial markets stood on the verge of collapse in the summer of 2008, two of the
worlds most important central banks, the US Federal Reserve and the Bank of England, began
considering unorthodox policy measures. They turned to Quantitative Easing, or QE: injecting
money into the economy by purchasing assets from the private sector, in the hope of boosting
spending and staving off the threat of deflation. These were desperate measures for desperate
times.
With signs of a fragile economic recovery gathering enough momentum to reassure
policymakers in the US, the policy was expected to be wound down. But in a move that caught
commentators off guard, the Fed instead committed to continue with its existing level of asset
purchases. For the foreseeable future, at least, QE is here to stay. What began as a short-term
crisis measure has now become a key component of Anglo-American growth strategies. Its
important, then, to take stock of QE and the central role it has played within the Anglo-American
response to the financial crisis.
The way the Fed led the policy response to the financial crisis is important in two ways. First, it
reflects the extent to which the Anglo-American economies have become financialised: credit-
debt relations are pervasive throughout all facets of contemporary economic activity and there
has been a deepening, extension and deregulation of financial markets commensurate with this
development. In that context, with the increased competitiveness, scale and global integration of
financial markets intensifying the risk of financial instability, the crisis management capacities of
central banks have become increasingly important.
Second, central bank leadership of the policy response also reflects a key feature of neoliberal
political economy in practice. Despite all the rhetoric of free markets, competition and
deregulation that has been the mainstay of neoliberalism, there is a central contradiction at its
heart: neoliberalism has been extremely reliant upon the active interventions of central banks
within supposedly free markets.
The crisis has been warehoused on the expanding balance sheets of central banks, demonstrating
just how much scope for policy manoeuvre there is when governing elites want it. Government
debt and private assets, including toxic mortgage-backed securities, have been indefinitely
transferred onto central bank accounts. This strategy highlights the role of arbitrary accounting
processes, shaped by state institutions, at the heart of supposedly free market economies.
Given this room for manoeuvre, there is no doubt that a much more expansionary fiscal policy
and a progressive taxation system could have been implemented in response to the crisis, but that
response is foreclosed by the ideological confines of the prevailing neoliberal orthodoxy. Instead,
we have monetary expansion and fiscal austerity.
Incubated within the crisis conditions of the 1970s, the neoliberal revolution in the West.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
Macroeconomics Policies
1. Basics of Macroeconomic Policies Sy Sarkarat, Ph. D. United States Fulbright Scholar for Azerbaijan State Economics University , Baku, Azerbaijan. Fall 2008 Copy Rights: This lecture was prepared to CRRC and it is designed for educational purpose not for profit.
2.
3. The Business Cycle Trough Peak Peak Peak Trough REAL GDP (units per time period) TIME Growth trend
4. Macro Equilibrium PRICE LEVEL (average price) REAL OUTPUT (quantity per year) D 1 S 1 Q E P E Aggregate demand Aggregate supply P 1 E
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6. An Undesired Equilibrium PRICE LEVEL (average price) Q E P E Aggregate demand Aggregate supply E Equilibrium output Full-employment output Q F P* F
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8. The Business Cycle in U.S. History Korean War World War II Vietnam War Great Depression Source: U.S. Bureau of the census, The Statistics of the U.S.A. Growth recession Long-term average growth (3%) Recession
9. Inflation and Unemployment: 1900-1940 Source: U.S. Bureau of the Census. 24 20 16 12 8 4 0 – 4 – 8 1900 1910 1920 1930 1940 Inflation Unemployment
10. Macro Disturbances AS 0 PRICE LEVEL (average price) REAL OUTPUT (quantity per year) ( b ) Demand shifts AD 0 AD 0 AS 0 PRICE LEVEL (average price) REAL OUTPUT (quantity per year) ( a ) Supply shifts F P* Q F AD 1 F P* Q F AS 1 G P 1 Q 1 P 2 Q 2 H
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15. The Multiplier Process 1. $100 billion in unsold goods appear 3. Income reduced by $100 billion 4. Consumption reduced by $75 billion 5. Sales fall $75 billion 6. Further cutbacks in employment or wages 7. Income reduced by $75 billion more 8. Consumption reduced by $56.25 billion more Factor markets Product markets Business firms Households 9. And so on 2. Cutbacks in employment or wages
26. Constraints on Monetary Stimulus Inelastic demand Investment demand Rate Of Investment 7 6 0 Interest Rate Inelastic investment demand can also impede monetary policy A liquidity trap can stop interest rates from falling The liquidity trap Interest Rate E 1 E 2 g 1 g 2 Quantity Of Money Demand for money
27. Shifts of Aggregate Supply AS 2 E 2 Rightward AS shifts reduce unemployment and inflation AS 1 E 1 Output (real GDP per period) 0 Price Level (average price per unit of output) AD
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34. Supply-Side Theories AD 0 AS 0 REAL OUTPUT (quantity per year) PRICE LEVEL (average price) Q 3 P 3 Q F E 0 P 0 AS 1 E 3
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