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Nickel Price cycles anticipation Société de Calcul Mathématique, S. A. Algorithmes et Optimisation 1

Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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Page 1: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

Nickel Price cycles anticipation

Société de Calcul Mathématique, S. A.

Algorithmes et Optimisation

1

Page 2: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

2

Outline of the presentation

I. Nickel Price

II. Anticipation of cycles

1. Principle of the anticipation method

2. Nickel Price

3. Apparent Supply

III. Conclusions

Page 3: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

3

I. Nickel Price

Page 4: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

4

1. Nickel Usage

Nickel use cycles are ahead by 4 to 5 months compared with nickel price cycle.

Since 2008 : No lag is observed

Page 5: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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2. Nickel Stocks : LME stocks

Stocks of the London Metal Exchange (LME) are lower than 10 000 T between

July 2006 and July 2007

Page 6: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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3. Probabilistic model with Nickel Usage

Expectations of the probability distributions of Nickel Price depending on Nickel Usage according to the level of LME stocks

Page 7: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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3. Probabilistic model with Nickel Usage

Page 8: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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4. Apparent Supply

Nickel Usage and Apparent Supply cycles are simultaneous.

Page 9: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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5. Probabilistic model with Apparent Supply

Expectations of the probability distributions of Nickel Price depending on Apparent Supply according to the level of LME stocks

Page 10: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

10

5. Probabilistic model with Apparent Supply

Page 11: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

11

II. Cycles anticipation

Page 12: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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1. Principle of the anticipation method

Between January 2011 and July 2011

Indicator 1:

Indicator 2:

Indicator 3:

Anticipation :

6 months

Between July 2011 and January 2012

Nickel Price: 80 %

Decrease observed 16

times out of 20 in historic

Between January 2011 and July 2011

Indicateur 1:

Indicateur 2:

Indicateur 3:

Between July 2011 and January 2012 Anticipation :

6 months

Nickel Price: 75%

Increase observed 30 times

out of 40 in historic

For a triplet of indicators: eight combinations associated with an increase or decrease the price of nickel (with probability)

Page 13: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

13

1. Principle of the anticipation method

Data base :

571 macro-economic, industrial and financial indicators

Sources : Bloomberg (data not available as open data)

Number of triplets :

From 1991 to 2011 : 498 indicators 20 460 496 triplets

From 1996 to 2011 : 571 indicators 30 865 405 triplets

Page 14: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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2. Nickel Price anticipation (6 months)

Anticipation

of increase

Anticipation

of decrease

last anticipation : Price on

march 2012 will be lower than

price on september 2011

validation based on the variation

of the previous six months

Page 15: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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2.Nickel Price Anticipation (6 months)

Triplet of indicators :

Eurozone manufacturing confidence finished products stocks

South Korea PPI S. Korea

UK Retail sales Textile index (2005=100)

Conclusion :

81% of increase et 72% of decrease are detected

One of the indicators does not seem at all related to the nickel

The robustness of the results is not optimal

Period of anticipation % increases detected % decreases detected

6 month 81 72 7 month 77 71

8 month 80 69

9 month 81 70

10 month 77 69 11 month 78 68

12 month 79 71

Page 16: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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3. Apparent Supply anticipation (6 months)

Page 17: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

17

3. Apparent Supply anticipation (6 months)

Triplet of indicators :

China export trade cumulative (Value-Bn USD)-Customs General Administration

China export trade cumulative YoY(%) - Customs General Administration

South Korea PPI - S.Korea

Results : 93% of increases et 94% of decreases are detected

Page 18: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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3. Apparent Supply anticipation (12 months)

Page 19: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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3. Apparent Supply anticipation (12 months)

Triplet of indicators :

Baltic dry index

E&E Household Appliance S.A.-US durable goods inventories

US import price index All commodities from Europe Union-Bureau of labor states

Results : 90% of increases and 80% of decreases are detected

Period of anticipation % increases detected % decreases detected

6 month 93 94 7 month 88 68 8 month 87 69

9 month 91 59 10 month 90 70

11 month 94 68

12 month 90 80

Page 20: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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IV. Conclusions

Page 21: Nickel Price cycles anticipation - SCM SA : accueil · 2012. 10. 2. · Between July 2011 and January 2012 Nickel Price: 80 % Decrease observed 16 times out of 20 in historic Between

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Conclusions

Nickel Price can be explained by a probabilistic model based on

Nickel Usage or on Apparent Supply

Nickel Price anticipation is possible but not optimal

Apparent Supply anticipation produces very good results at 6

and 12 months

Nickel Price and Apparent Supply anticipations are realizable

every month:

Warning : data not available on Internet