Milk, Feed, and MPP Margin Price Forecasting John Newton University of Chuck Nicholson Penn State University.

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Presentation transcript:

Milk, Feed, and MPP Margin Price Forecasting John Newton University of Chuck Nicholson Penn State University

What We Will Cover Basic Background and information for MPP decisions How the Decision Tool makes margin forecasts Why margin forecasts should account for MPP impacts on margins Selected margin forecasts over the current life of MPP (through 2018)

Basic Background and Information for MPP Decisions Let’s get started…

MPP Margin Historical Perspective 2014 Farm Bill Dairy Production Margin Source: USDA National Agricultural Statistics Service and Agricultural Marketing Service June 2009 $2.25/hundredweight Margin = U.S. All-Milk Price – NASS Corn Price x AMS SBM x NASS Alfalfa x Margin = U.S. All-Milk Price – NASS Corn Price x AMS SBM x NASS Alfalfa x May 2011 Senate First Hearing on Farm Bill 2010 Secretary’s DIA Committee Recommends Margin Insurance

Contribution to the MPP Ration

MPP: A New Way to Think About a Government Safety Net Key farmer decisions: 1)How much milk to protect (25% to 90%) 2)What margin level to protect ($4 to $8)

Coverage Options* Greater Protection at a greater cost *113 Possible Coverage Choice Combinations

Expectations of MILC Payments (Using Futures Prices) S TART IN M ARCH 2009S TART IN O CTOBER 2010 S TART IN M ARCH 2013 S TART IN A PRIL – J UNE 2012

How Accurate Were Farmers?* *Farms Marketing More than 3M #’s per month

Information Needed for MPP Decisions Production history for a farm (one data point) – Can be calculated with the tool – Pretty straightforward Expected MPP margin during covered period – Not the margin for an individual farm (or its IOFC) – Harder to predict but tool provides a range – Requires a FORECAST of the MPP margin

Sources of Expected MPP Margin (Forecasts) Cooperatives Risk management firms Academic “price” forecasters Futures markets for milk and feed prices Dart Board?

3 Characteristics of a Forecast It will be wrong (there will be some error) – So a range of values with likelihood is useful It will be less accurate farther into the future (longer time horizon) Multiple methods (forecasts) can be useful to give a range – Analyzing market fundamentals (supply and demand) – And are usually more accurate

How the Decision Tool Makes Margin Forecasts It’s really very simple…

Tool Margin Ranges are Based on Futures Markets Economists think of futures markets as the “best available forecast” – Many players have skin in the game – Futures are generally considered to be unbiased estimators of future price Not consistently off in one direction or the other

Using CME to Forecast NASS Corn

Using CME to Forecast AMS SBM

Using CME to Forecast AMS All-Milk

Regression Price Inputs and Outputs US All Milk Price Class III Milk, Class IV Milk, Lagged Prices, Seasonal Dummy US Corn Price CME Corn, Lagged Prices US Alfalfa Hay Price NASS Corn, AMS Soybean Meal, US All Milk Price, Lagged Prices AMS Soybean Meal CME Soybean Meal Prices

Are Corn & SBM Prices Correlated? Corn Price Increases SBM Price Increases SBM Price Decreases Corn Price Decreases

Are Milk & Corn Prices Correlated? Milk Price Increases Feed Price Increases Feed Price Decreases Milk Price Decreases

Are Milk & SBM Prices Correlated? Milk Price Increases Feed Price Increases Feed Price Decreases Milk Price Decreases

Example Probabilities CME Feed CME futures and options prices provide a forecast of the expected price and uncertainty

Example Probabilities CME Feed Simulate from CME corn and soybean meal price distributions to get NASS and AMS prices

Example Probabilities CME Milk Simulate from CME class III/IV milk price distributions to get NASS all-milk price

CME Probabilities Combined Corn SBM Class III Class IV

September 2015 MPP-Margin Generate a probability distribution of MPP-Dairy Margin (for all coverage months)

MPP-Margin Forecast 9/8/ Forecast

MPP-Margin Forecast 9/8/ Forecast

Tool Users Can Evaluate Historical Accuracy of Forecast 6 out of 7 years MPP Decision Tool Correctly Forecast Positive Net Returns to MPP Participation

Alternative Forecast Values Can Be Entered in the Tool Economists think of futures markets as the “best available forecast” – Many players have skin in the game – But it is not completely accurate as a forecast Alternative forecast values can be entered in an “Advanced” version of the tool – Soon to be linked to this tool version

Alternatives to Futures Markets Margins in “Advanced” Tool Automatically enters the relevant milk and feed prices for MPP margin formula when known

Alternatives to Futures Markets Margins in “Advanced” Tool Advanced users can enter their own forecast values for the MPP margin calculation components* *Must be use to use the correct national values

Why Margin Forecasts Should Account for MPP Impacts The MPP rock in the margin pond?

Information Needed for MPP Decisions Production history for a farm (one data point) – Can be calculated with the tool – Pretty straightforward Expected MPP margin during covered period – Not the margin for an individual farm (or its IOFC) – Harder to predict but tool provides a range – Requires a FORECAST of the MPP margin

A Complication: MPP Is Likely to Decrease Margins The MPP works in a way that will lower margins if the program is active – It will slow the adjustment of milk production during low price/margin periods – Risk reduction enhances supply This could complicate the development and use of margin forecasts

Simulated MPP Margin, Average MPP decreases $0.91/cwt, margin < $8 most of time

A Complication: MPP Is Likely to Decrease Margins Margins are likely to be lower with MPP How much lower depends on producer participation – Limited coverage, limited impacts – Widespread coverage, larger impacts

Impacts of MPP Participation Levels on the MPP Margin MPP participation decisions will affect the MPP Margin

Will MPP Margins Forecasts Account for MPP Impacts? Our decision tool uses futures markets – But this would apply to other forecasts also Unclear to what extent forecasts will account for impacts of MPP if the program is likely to be active Participation decisions are not known prior to completion of sign-up for a given coverage period If do not account for MPP impacts, then margin forecasts will be “too high”

Implications of Ignoring MPP Impacts on Margins If markets do not account for MPP impacts, then margin forecasts will be “too high”… Could result in less coverage than is desired.. Or a decision not to participate… With potentially sizeable impacts on farm income…

Impacts of MPP Participation on Net Farm Operating Income, Simulation results suggest lower incomes if farms do not participate in MPP if active

Two Implications Forecasted MPP margins should account for the participation decisions of farmers (if the program is likely to be active) Expected participation decisions of producers collectively could (should) influence the decisions of an individual producer

Selected Margin Forecasts Over the Current Life of MPP A longer-term perspective…

Longer-Term Perspective on Margins During 2005 to 2013, we did not see 4 consecutive years with margins always > $8 Suggests that MPP may become active in the future, despite current high margins

Longer-Term Perspective on Margins May be helpful to future decision making – When to register for MPP? – Rule out program participation early on? What are projections over the life of the MPP program? Two examples: statistical and simulation – Not a component of the decision tool, but food for thought

Statistical Forecast of All-Milk Price (Quarterly through 2018)

Statistical Analysis of MPP Margin through 2018

Simulation Model Projections for An alternative to statistical projections Dynamic dairy supply chain model Assumes feed prices, simulates all-milk price Calculates margin based on milk and feed prices

Simulated Milk Price and Margin Values,

Simulation Model Implications Low price period projected in 2016 Low margin period projected in 2016 – Program could become active This is a forecast and will be wrong – Does not provide the correct future values – Pattern of behavior more likely to be correct

Key Points MPP decisions should be informed by expected margins (margin forecasts) – Which should account for the impacts of the program Decision tool provides one source of this information, including range of values – Based on futures markets – But others are likely to be available

Questions or Comments?